Start of Peer Mentoring Sign up

For all mentors of the WiMIR mentoring round 2019, we offer Peer Mentoring. In this blog post we would like to familiarize you with the Peer Mentoring sign-up procedure. This year we use Trello (explanations follow below), please note that the sign-up deadline is March 10th.

What is peer mentoring?

Peer mentoring provides mentors with the opportunity to discuss various career aspects with other mentors in the WiMIR program. Peer mentoring is meant to serve as a complement to the traditional mentoring program, in which mentor and mentee in any given pair typically have an unequal amount of experience in the field of MIR. In the case of peer mentoring, the two peers may have comparable amounts of experience, yet benefit from each other by bringing in various perspectives on MIR. For example, these perspectives may differ in terms of scholarly background, geographical affiliation, working environment, MIR subfield of expertise, experience with teaching and public outreach, technical skill set, mentoring practices, and more.

Our hope is that the peer mentoring program will contribute to reinforcing the cohesion of the MIR community at large, and in particular: across countries and continents, across scientific disciplines, and between academia and industry. Furthermore, we aim to frame this program within the core mission of WiMIR, that is, to increase the opportunities of women in the field of MIR. Therefore, we encourage WiMIR mentors of all genders to take part in the peer mentoring program, and adopt this communication channel as a facilitator of diversity and inclusion.

How does peer mentoring work?

The first stage of the peer mentoring program is for you to introduce yourself to the rest of the WiMIR mentors. The second stage is to read the profiles of other participants, rank them by order of preference, and send us the ranked list of your top choices. The third stage, once you are assigned a peer, is for you to connect with them through private electronic communication.

Why use Trello?

Last year, the interface for introducing oneself to other peer mentors, and selecting a peer, was a simple shared spreadsheet on Google Documents. This year, because of the rising number of participants, we have decided to migrate to another interface: Trello. This might seem like an iconoclastic choice given that, for those of you who already know Trello, it is primarily designed to be a tool for task management rather than team building. Yet, as it turns out, the streamlined drag-and-drop interface of a Trello board is actually perfect for us to collect the ranked list of preferences of each participant.

A Trello board consists of items (“cards”) which can be moved from one column (“list”) to another. In project management, cards are tasks and lists are states of completion. However, in our peer mentoring interface, we will be using cards to denote participants, and lists to denote preference. For the time being, there is a single Trello board, and it is only visible to us organizers. We kindly ask participants to fill in this Trello board via an email interface.

In an upcoming stage, we will duplicate this Trello board and send a different, private copy to every one of you. At that point, your role will be to browse through the Trello cards of other participants and rank the ones you want to meet.

How do I introduce myself to other mentors?

You can introduce yourself by creating your Trello card. Rather than giving global access to the entire Trello board, we propose that you use the email-to-board interface of Trello. This interface is lighter, more portable, and more accessible to people with disabilities than the visual interface.

Here is a link describing the email-to-board interface of Trello: https://help.trello.com/article/809-creating-cards-by-email

We particularly point your attention towards the “formatting tips” paragraph.

The subject of the email you will send will become the title of the Trello card.

For consistency, we ask everyone to title their Trello card with three elements, separated by spaces:

  1. The two-letter abbreviation of the country of affiliation
  2. Your full name.
  3. Some hashtags describing your own interests in MIR.

For example:

  • “US Vincent Lostanlen #academia #symbolic #timbre”
  • “NL Vincent Koops #academia #harmony #rhythm”
  • “US Blair Kaneshiro #industry #cognition #performance”
  • etc.

The list of recommended hashtags includes, but is not limited to:

  • #academia
  • #accessibility
  • #behavior
  • #business
  • #careers
  • #cognition
  • #corpora
  • #creation
  • #dance
  • #diversity
  • #ethics
  • #health
  • #indexing
  • #industry
  • #melody
  • #metadata
  • #methodologies
  • #performance
  • #recommendation
  • #rhythm
  • #semantic
  • #structure
  • #symbolic
  • #style
  • #teaching
  • #transcription
  • #timbre
  • #voice

You may include other hashtags in the email subject as you see fit. We highly recommend using the #academia and #industry hashtags, and at least two others in the list.

What to put on my Trello card?

In the email body, we ask mentors to include a small profile to their card that includes some biographical information, research interests, and reasons for wanting to participate in peer mentoring. A recommended outline is

  • Some biographical information
  • Current position(s)
  • Research interests and goals
  • Current research focus
  • Interests and pursuits outside of research
  • Projects you are currently working on
  • Your goals in peer mentoring 

As an example, below is the information on the card of Vincent Lostanlen.

– He/him. 26 years old
– a postdoc at NYU’s Music and Audio Research Lab
– visiting scholar from the Cornell Lab of Ornithology, working on bioacoustics
– research goal: MIR applications at the interaction between signal processing and deep learning
– current focus: contemporary music techniques, timbral and structural similarity
– outside of research: computer music designer for Florian Hecker
– open source: Kymatio, librosa, scattering.m

In addition to scientific topics, I would like to progress in my understanding of diversity and inclusion in MIR, ethical responsibility, and fostering links between research and creation.

I would prefer to establish contacts with peers in France or the UK.

Background: EngD Télécom Paristech 2013, MSc Ircam 2013, PhD applied math ENS 2017.

You can also write in prose if you prefer. Feel free to add as many details about yourself as you want.

What is the email address I should write to?

wimirpeermentors+ardgsv5nleozfdsnxnbx@boards.trello.com

Again, please make sure that the subject of the email contains your country of affiliation, your full name, and some hashtags of interest.

Deadline: Please make sure you email your Trello card by March 10th.

What if I want to connect with multiple mentors at once?

Although the peer mentoring program is designed to focus on one-to-one communication, we wish to point out that there is also a recommended communication channel for broadcasting messages to all mentors of the WiMIR program. This communication channel is the channel #wimir_mentors_ on the “MIR community” Slack workspace. Below is the link:

https://mircommunity.slack.com/messages/C9NJJ5R7B

Please note, however, that Slack restricts the history of this workspace to the most recent 10,000 messages. Thus, even though this channel is OK for short-lived announcements, it is not ideal for keeping track of the evolution of long-term projects.

Who are the Peer Mentoring Coordinators?

The Peer Mentoring Coordinators will help you find a suitable peer mentor: Hendrik Vincent Koops (Utrecht University) and Vincent Lostanlen (New York University). If you have questions, please contact them at the following email addresses: h.v.koops@gmail.com and vincent.lostanlen@nyu.edu

TL;DR if you are a WiMIR mentor in the 2019 round and want to join the peer mentoring program, please write an email to wimirpeermentors+ardgsv5nleozfdsnxnbx@boards.trello.com

with an email subject of the form “US Vincent Lostanlen #academia #symbolic #timbre” and personal information about yourself in the email body.

With our best wishes,

The Peer Mentoring Coordinators

Hendrik Vincent Koops and Vincent Lostanlen

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WiMIR mentoring round 2019 kickoff

The fourth round of the WiMIR mentoring program is about to start,  mentors and mentees have been matched and introduced  to each other by the Mentoring Program Committee.  Participants come from Europe, North and South America,  Oceania and for the first time from Africa. Thanks everyone for contributing and keeping your commitment! Happy mentoring!

WiMIR mentoring 2019 participants

Mentoring Program Committee

  • Johanna Devaney, Brooklyn College, US
  • Ryan Groves, Melodrive, Germany
  • Blair Kaneshiro, Stanford University, US
  • Anja Volk, Utrecht University, the Netherlands

Peer Mentoring Coordinators

  • Hendrik Vincent Koops, Utrecht University, the Netherlands
  • Vincent Lostanlen, New York University, US

Our mentees reside in Australia, Austria, Belgium, Brazil, Denmark, France, Germany, Greece, India, Ireland, Italy, Netherlands, Nigeria, Norway, Singapore, South Korea, Spain, Taiwan, Turkey, United Kingdom, and United States. They represent a diverse field of interests and backgrounds, such as artificial intelligence, signal processing, natural language processing, musicology, applied mathematics, computer science, audio signal processing, psychoacoustics, human computer interactive performance, computational musicology, music perception and cognition, data science, complex system, acoustics, physics, machine learning, software engineering, ethnomusicology, composition, music therapy, neuroscience, and psychology.

We thank our generous mentors from Europe, North and South America, Asia and Oceania for dedicating their time to this program:

Kat Agres, IHPC (A*STAR), Singapore
Steinunn Arnardottir, Native Instruments GmbH, Germany
Thomas Arvanitidis, MUSIC Tribe, United Kingdom
Andreas Arzt, Johannes Kepler University, Austria
Ana M. Barbancho, Universidad de Málaga, Spain
Isabel Barbancho, Universidad de Malaga, Spain
Dogac Basaran, IRCAM, France
Christine Bauer, Johannes Kepler University Linz, Austria
Amy Beeston, University of Leeds, UK (Scotland)
Brian Bemman, Aalborg University, Denmark
Francesco Bigoni, Aalborg University – Copenhagen, Denmark
Rachel Bittner, Spotify, United States
Tom Butcher, Microsoft, USA
Marcelo Caetano, Freelance, Argentina
Mark Cartwright, Apple, UK
Doga Cavdir, CCRMA, Stanford University, United States
JOe Cheri Ross, Linkedin, India
Srikanth Cherla, Jukedeck, Sweden
Orchisama Das, Stanford University (CCRMA), United States
Matthew Davies, INESC TEC, Portugal
Andrew Demetriou, TU Delft, Netherlands
Chris Donahue, UC San Diego, US
Jonathan Driedger, Chordify, Germany/The Netherlands
Andrew Elmsley, Melodrive, Germany
Philippe Esling, IRCAM – Sorbonnes Universités, France
Sebastian Ewert, Waikato University, New Zealand
Ichiro Fujinaga, McGill University, Canada
Fabien Gouyon, Pandora, UK/Portugal
Ryan Groves, Melodrive Inc., Germany
Blair Kaneshiro, Stanford University, USA
Thor Kell, Spotify, United States
Peter Knees, TU Wien, Austria
Hendrik Vincent Koops, Utrecht University, Netherlands
Katerina Kosta, Jukedeck, United Kingdom
Nadine Kroher, MXX Music, Spain
Robin Laney, Open University, UK
Audrey Laplante, Université de Montréal, Canada
Alexander Lerch, Georgia Institute of Technology, USA
Mark Levy, New York University, United States
Michael Mandel, Brooklyn College, CUNY, USA
Ethan Manilow, Northwestern University, USA
Matthew McCallum, Gracenote, United States
Brian McFee, New York University, United States
Blai Meléndez-Catalán, UPF / BMAT, Spain
Gabriel Meseguer Brocal, Ircam, France
Meinard Mueller, International Audio Laboratories Erlangen, Germany
Néstor Nápoles López, McGill University, Canada
Eric Nichols, Microsoft, USA
Oriol Nieto, Pandora, USA
Sergio Oramas, Spotify, United Kingdom
Ritu Patil, Cummins college of engineering, India
Johan Pauwels, Queen Mary University of London, United Kingdom
Marcelo Queiroz, University of São Paulo, Brazil
Elio Quinton, Universal Music Group, United Kingdom
Colin Raffel, Google Brain, USA
Preeti Rao, IIT Bombay, India
Christopher Raphael, Indiana Univ., USA
Justin Salamon, New York University, USA
Andy Sarroff, iZotope, USA
Bertrand Scherrer, LANDR AUDIO INC., Canada
Sertan Şentürk, Pandora, Spain
Amina Shabbeer, Amazon, United States
Ajeet Singh, India
Joren Six, IPEM, Ghent University, Belgium
Jordan Smith, United Kingdom
Mohamed Sordo, Pandora, United States
Ajay Srinivasamurthy, Amazon Alexa, India, India
Bob Sturm, KTH, Sweden
Derek Tingle, IDAGIO, Germany
Christopher Tralie, Duke University, United States
Marcelo Tuller, INESC TEC, Portugal
Doug Turnbull, Ithaca College, United States
Makarand Velankar, MKSSS’S Cummins College of Engineering, Pune, India
Gissel Velarde, Moodagent, Denmark
Christof Weiss, International Audio Laboratories Erlangen, Germany
Chih-Wei Wu, Netflix, Inc., U.S.
Gus Xia, NYU Shanghai, USA/China

Sign-ups open for WiMIR mentoring round 2019

For preparing the fourth round of the Women in Music Information Retrieval (WiMIR) mentoring program, to begin in January 2019,  we kindly invite previous and new mentors and mentees to sign up  through the following signup forms:

Sign up to GET a mentor in 2019 here: http://bit.ly/2Ns8ulj

Sign up to BE a mentor in 2019 here: http://bit.ly/2Da6ZTZ

Signups close Nov 30, 2018. Mentor/mentee matches will be announced in January 2019.

The WiMIR mentoring program connects women students, postdocs, early-stage researchers, industry employees, and faculty to more senior women and men in MIR who are dedicated to increasing opportunities for women in the field. Mentors will share their experiences and offer guidance to support mentees in achieving and exceeding their goals and aspirations. The program offers to all mentors the option to pair up with a peer mentor for discussing relevant topics with a professional at a similar stage of their career.  By connecting individuals of different backgrounds and expertise, this program strengthens networks within the MIR community, both in academia and industry. 

Time commitment: four remote meetings between January and end of June 2019.

Who is eligible?

– Female undergraduates, graduate students, postdocs, early-stage researchers, industry employees, and faculty may sign up as mentees. 

– Graduate students, industry employees, researchers, and faculty of any gender may sign up as mentors. 

– Those meeting criteria for both mentor and mentee roles are welcome to sign up as both. 

Faculty: Please share this announcement with female undergraduates in your departments and labs who may be interested in participating. The mentoring program can help attracting newcomers at an early stage to the MIR field.

More information on the program

General information: https://wimir.wordpress.com/mentoring-program/ 

Report on the mentoring round in 2017:  http://bit.ly/2yuWS5i

Report on the mentoring round in 2018:  https://bit.ly/2P5pBG3

Questions? Email wimir-mentoring@ismir.net 

We look forward to your response and commitment to continuing the mentoring program!

The WiMIR Mentoring Program Committee

Johanna Devaney, Ryan Groves, Blair Kaneshiro, and Anja Volk

WiMIR Mentoring Program Report 2018: On the “only meeting that should last longer”

wimir_poster_website_jpg

Poster design: Julia Wilkins

Blog post by Anja Volk (Utrecht University), Co-Founder of the WiMIR Mentoring Program

“This is the only hour-long meeting on my calendar that I secretly wish would last longer.” Let’s take this quote from a mentor’s anonymous feedback on his/her experience with the WiMIR mentoring program as the opening fanfare to our report on the outcomes of the 2018 mentoring round as reflected by the participants. I can hardly think of any bigger compliment to this program from the perspective of a busy mentor. Before looking into what other mentors and mentees told us in their anonymous feedback about their experience with the program, allow me some remarks on reports in the field of Music Information Retrieval.

We love big numbers in Music Information Retrieval – we are fans of analyzing millions of musical pieces and reporting statistics. Accordingly, our report on the WiMIR mentoring round in 2018 might deal with a lot of numbers, such as the fact that the number of participants has doubled again as in previous years, with 80 mentor-mentee pairs enrolling this time, while participants came from Europe, North and South America, Asia and Oceania. Or we might count how the list of academic institutions participating has only grown since the first round in 2016, with about 70 institutions participating in 2018,  and that we have meanwhile mentors from most of the leading music technology companies and even AI and music startups, adding up to about 40 companies. You can check that out here.

However, let’s take in this report the musicologist’s approach of giving great care to details, analyzing one piece after the other (and not necessarily millions at once) and let’s listen to one piece at a time, or better to one story at a time on how the mentees felt empowered, gained career perspectives, came to appreciate the MIR community and felt encouraged and included through the mentoring sessions. These individual stories might give a more detailed picture on what has been gained than plain numbers.

For a description of the general format of the WiMIR mentoring program, with 4 remote meetings between mentor and mentee, you can check out last year’s report here

Exposition first theme

Outcomes from mentoring sessions on career perspectives as reported by mentees

The following anonymous quotes provide an overview of how mentees were able to gain clarities and perspectives on their career options in MIR.

Not only has the WiMIR mentoring programme opened up opportunities for me to study it and work abroad, experiencing other universities, it has built my confidence with networking with more senior academics.

I already told this to anyone I met working in wide ranged related fields. This is the best way to find your path to learn or make career goals.

With his guidance, I found my path through my best interests in both academic and industrial ways.

I have more clarity on my career path.

Discussing with a successful woman in this field was very interesting so that I could ask specific questions about my work/life path that would help me making decisions for my future career.

It deepened my understanding on research from the perspective of a big picture.

The program provides an important channel for research and career information exchange, which means a lot for early-stage researchers.

Sign up for the WiMIR mentoring programme because TRUST ME you will NOT regret it. It’s the best thing I have done for my future within my PhD.

Exposition second theme

Specific outcomes from mentoring sessions on career perspectives as reported by mentees

Quite a range of different projects have emerged from the mentoring sessions this year, from landing a job to programming skills, writing CVs, papers or research proposals, or getting an internship. Here are some examples.

I got a new job in the industry that relates to music! My mentor helped with all of the positive support and encouragement!

So, thanks to my mentor, I applied to the WiMIR Grant Application at the ISMIR Conference 2018.

I was able to land a job that combines music and computer science and I’m really excited to be making a difference in the music world from a variety of areas!

I received valuable feedback on my job materials such as my CV and a cover letter.

I learnt handy programming tricks.

I wrote and submitted a fellowship application (which got through to the final shortlist for the award).

I’ve learnt how to define and narrow a research problem and how to solve it step by step.

We could come up with a collaborative work on which we are currently working.

I presented a paper that I was working on for feedback to students/ faculty at University X.

I finally created a personal website.

Received help with a conference proposal and acceptance for conference.

Time saving! Great to have someone to help make yes/no decisions about whether opportunities are worth chasing or not.

Received help shaping my dissertation topic.

Started collaborating for a new paper.

Development

Encouragement, encouragement, encouragement

An underlying topic that recurs over the editions of the mentoring program since 2016 is that of encouragement for mentees. Why is that so important? The psychiatrist Anna Fels has shown that ambition is built on two components: 1) mastering a skill, and 2) being recognized for it. Fels has demonstrated that being recognized by others for their skills happens to a much smaller extent for girls and women than for boys and men: “The personal and societal recognition they receive for their accomplishments is quantitatively poorer, qualitatively more ambivalent, and, perhaps most discouraging, less predictable.” Unfortunately, this starts already early for girls at schools: “Despite the fact that girls’ and women’s achievements, particularly in the academic sphere, frequently outstrip those of their male peers, they routinely underestimate their abilities. Boys and men, by contrast, have repeatedly been shown to have an inflated estimation of their capabilities. Paradoxically, these inaccurate self-ratings by both women and men seem to be accurate reflections of the praise and recognition they receive for their efforts. The impact of these findings on the selection and pursuit of an ambition is obvious: If you don’t think the chances are great that you will reach a career goal, you won’t attempt to reach it—even if the rewards are highly desirable.” (quotes from Anna Fels’ Harvard Business Review “Do Women Lack Ambition?”) More and more empirical studies reveal the different contexts in which women receive less recognition for the same skills as their male peers, such as the study by Moss-Racusin et al. (2012) which has shown that both male and female faculty rated male applicants as significantly more competent than women with identical application materials, and a study by Reuben et al. (2014) showing that both men and women were twice as likely to hire a man for a job that required math than a woman for that same job, even though the women performed equally well in an arithmetic test. Seeing, recognizing and rewarding the skills and talents of women seems to be an important ingredient to learn for all of us.

The WiMIR mentors pay an invaluable contribution toward encouraging mentees to follow their ambitions by doing exactly this: Seeing and recognizing their talents, showing possible career paths,  giving positive feedback on the mentees’ talents, and coming up with concrete steps such as those we have listed above in the exposition. At the same time, mentoring is a great way to discover female talent, and hence a big gain for the MIR community in getting to know these talented women and keep them hopefully involved in the field. Here are some mentees’ reflections on the encouragement this produces:

I have had one of the well-known, experienced MIR researchers all for myself – to talk about myself and help me set goals and develop a vision – what a luxury! I have emerged after my PhD without any understanding what I should do and where the field is going. I felt frustrated and disorientated and the positive, supportive attitude of my mentor was reassuring. Since then I have been on a journey of self-discovery and motivation and I am sure my mentor would be able to help me on several stages of this journey.

… helpful to talk to someone who has followed a career path that is similar to the one I plan to follow, and about which I had many doubts and fears.

I gained a mentor who has empowered me immensely.

I believe that the most important gain from the program was more confidence to work with MIR.

Now I could imagine myself researching interesting and relevant topics and going further in the academic carrier.

I became more optimistic as a Ph.D. student and have new insights to look at my research. The encouragements from my mentor mean a lot to me.

It encouraged me to try to stay in our field.

I felt empowered to ask questions openly and honestly, and felt like my mentor wanted to participate in our conversations just as much as I did. I felt valued and heard during our meetings.

It has opened so many doors for me, and built my confidence in networking in a competitive community.

The WiMIR mentoring has empowered myself.

Women in STEM are often unsure if it is okay to simultaneously feel assertive and vulnerable.  I was given the opportunity to ask questions and provide my own thoughts about STEM, MIR and other topics in a way that felt heard, respected and valued.  I got to practice asking questions in an open and trusting manner, which ultimately led me to understand that honesty, transparency and assertiveness (even in asserting that you are very confused and unsure about something) actually provide a platform for empowerment, respect and growth.

The programme shows you that you are not alone in MIR and STEM. Women are a minority, and this programme brings us together, it inspires and develops us as individuals and as a whole group. I feel that the programme brings confidence to new and aspiring researchers in the field, showing how we can get to the places we wish to reach.

Recapitulation first theme

Beyond the individual – effects of the program on the MIR community

One-on-one meetings in the mentoring program produce ripples beyond the individuals; they contribute to how the MIR community is perceived as a whole, as the following examples show:

I realized that the MIR community is wide, respectful and open to new members, even if they come from related but slightly different research domains.

If I had not applied for the WiMIR Mentoring Program, I probably wouldn’t know the amazing things that could be made from Music. This is the first place that I recommend to start learning and networking in the Music and Technology field.

MIR is a new field for me, but because WiMIR is here, I didn’t have to be scared to be a minority in a STEM field and MIR.

This is an important project to encourage new researchers to be in contact with important professionals and to develop new ideas. For women it is an opportunity to be visible and make more relevant works. I am very grateful for the excellent work of you organizers and I hope to meet you all at ISMIR 2018! =)

I’m really grateful to be attached to the community in this way even though I cannot yet make it to meetings in person. Thank you!

Because it was so easy to discuss things with my mentor, I found it easier to ask a question to other senior members of the MIR community.

Women have so many great ideas, and they bring different methods, perspectives and communication strategies to the table.  The more the women understand they are welcome and needed in MIR, the more they will stick around and be willing to dig deep.

If you don’t want to get lost in many keywords, this program will make you find your learning/career path.

Got to learn a lot from my mentor who is already established in this field. I also got referred to other people and got their feedback and guidance too.

Recapitulation second theme

The gain for mentors

The mentoring program is not only a gain for mentees; perhaps equally important are the gains for mentors. Here are some examples.

It’s really nice to interact with someone who is earlier in her career, and still has very many options to choose from and is also excited about them all. It’s easy to get lost in the day-to-day and forget why I’m doing what I do.

It made me be self-reflective in good ways.

Learning more about academic career paths in different cultures.

I wasn’t expecting to learn so much about recruiters, and the wide variety and competition of the job market.

The issues that women face are fundamentally different, even when they involve exactly the same scenario, just because of the way women are perceived in the workplace. I find that sometimes the approaches I might take as a man simply wouldn’t work for a woman, and it reveals that there is some underlying imbalance there.

It definitely makes me more aware of the gender imbalances and helps me refocus on efforts working with female students at my own institution.

The program helps me in reflecting my one role as an academic advisor.

I realised that all the prejudices that I need to deal with as a musicologist working with engineers are very similar to those an engineer had to face when working with musicologists.

Learned more on research cultures in other labs.

It was great to exchange ideas, links to reading material and perspectives. Hearing how people work in other companies and in academia was very interesting. Both my experience as a mentor and being involved in peer-mentoring were extremely eye opening.

… also learnt a lot about the challenges of raising a family and balancing that with work aspirations.

… learnt more about US universities, her industry experiences.

… a different perspective; insight into a different MIR subfield.

… a window into a different university system (in the USA).

I learned how to share industry experience with grads students.

… learning how to approach people who communicate differently.

I learned more about the obstacles of especially young females. We talked a lot about the many inappropriate statements by male colleagues and other people outside the work context.

It’s unfortunately common for women to encounter hostility and bias. Being a mentor can help balance the experience by demonstrating that not everyone has a negative attitude.

Intermezzo

Future directions

Participants in the mentoring program came up with suggestions for further directions of the WiMIR initiative in their feedback forms, such as asking everyone to take the Harvard implicit associations test, asking industry sponsors to highlight their career paths for future female employees, having women-focused industry job fairs or network development, creating  videos about WiMIR, such as testimonial videos about the WiMIR Mentoring program and upload them on YouTube so many women can watch and learn about it and having more local meetups of mentees and mentors. We will discuss these ideas during the WiMIR session at ISMIR 2018 – and will need help realizing them!

Coda with closing fanfare

Fun for everybody involved in the program receiving praise in the feedback forms. Thanks everybody!

Running the mentoring program requires the dedication and time of the mentoring program committee, the mentors and the mentees. For most people, this is time spent on top of many other agenda points in a busy week. We hope the following quotes show to everybody how impactfully and meaningfully this time was spent, which brings us full circle to the opening fanfare of this report on the one hour-meeting that should have lasted longer.  

That was excellent. I will never forget this experience.

It was an excellent experience.

WiMIR Mentoring Program is So Awesome!

Awesome program!!

Just to say that I really enjoyed it, and I think it’s a fantastic initiative.

It was a good experience!

This is a great initiative, keep up the good work.

Love it. Thanks for making a cool program!

I would really like to thank WiMIR organizers for all the great work resulting in significant change in the field.

This mentorship program is one of the most effective ways to diversify the field of MIR, I hope this goes on for many years to come!

Thanks to the WiMIR team for the great concept and organizing this very impactful initiative.


Anja Volk (Utrecht University), holds master degrees in both mathematics and musicology, and a PhD in the field of computational musicology. The results of her research have substantially contributed to areas such as music information retrieval, computational musicology,  music cognition, and mathematical music theory.  In 2016 she launched together with Amélie Anglade, Emilia Gómez and Blair Kaneshiro the Women in MIR (WIMIR) Mentoring Program.  She co-organized the launch of the Transactions of the International Society for Music Information Retrieval, the open access journal of the ISMIR society, and is serving as Editor-in-Chief for the journal’s first term. Anja received the Westerdijk Award 2018 from Utrecht University in recognition of her efforts on increasing diversity.

Mentoring round 2018 is about to start!

After matching nearly 80 mentees and mentors, we are ready to start the mentoring round 2018! We started the mentoring program in 2016 with 40 participants in total; in this third round we welcome more than 150 participants. Thanks everyone for contributing and keeping your commitment! Happy mentoring!

WiMIR mentoring 2018 participants

Mentoring Program Committee

  • Emilia Gómez, Universitat Pompeu Fabra, Spain
  • Ryan Groves, Melodrive, Germany
  • Blair Kaneshiro, Stanford University, US
  • Anja Volk, Utrecht University, the Netherlands

Our mentees reside in Australia, Brazil, Canada, China, France, Germany, Hong Kong, India, Indonesia, Italy, the Netherlands, Norway, Singapore, Switzerland, Spain, Turkey, United Kingdom and USA. They range from high school student to university faculty members and industry employees, and represent a diverse field of interests and backgrounds, such as signal processing, machine learning, computer science, information technology, ethnomusicology, computational musicology, music theory, music composition, music perception and cognition, music performance, music and mathematics, neuroscience, library science, music education, multimedia research, sound design, data analytics.

We thank our generous mentors for dedicating their time to this program:

  • Kat Agres, Institute of High Performance Computing (IHPC), A*STAR, Singapore
  • Steinunn Arnardottir, Native Instruments, Germany
  • Andreas Arzt, Johannes Kepler University Linz, Austria
  • Jeanne Bamberger, UC Berkeley, USA
  • Ana M. Barbancho, Universidad de Málaga, Spain
  • Isabel Barbancho, Universidad de Málaga, Spain
  • Christine Bauer, Johannes Kepler University Linz, Austria
  • Juan Pablo Bello, New York University, USA
  • Brian Bemman, Aalborg University, Denmark
  • Tom Butcher, Microsoft, USA
  • Doga Buse Cavdir, CCRMA, Stanford University, USA
  • Oscar Celma, Pandora, USA
  • Joe Cheri Ross, Indian Institute of Technology Bombay, India
  • Srikanth Cherla, Jukedeck Ltd., UK
  • Elaine Chew, Queen Mary University of London, United Kingdom
  • Tom Collins, Lehigh University, USA
  • Julie Cumming, McGill, Canada
  • Sally Jo Cunningham, Waikato University, New Zealand
  • Matthew Davies, INESC TEC, Portugal
  • Andrew Demetriou, TU-Delft, Netherlands
  • Chris Donahue, University of California, San Diego, USA
  • Georgi Dzhambazov, Voice Magix, Spain
  • Douglas Eck, Google, USA
  • Dan Ellis, Google, USA
  • Mary Farbood, New York University, USA
  • George Fazekas, QMUL, UK
  • Ichiro Fujinaga, McGill University, Canada
  • Nick Gang, Shazam, USA
  • Emilia Gómez, Universitat Pompeu Fabra, Spain
  • Fabien Gouyon, Pandora, USA
  • Ryan Groves, Melodrive Inc., Germany
  • Luciana Hamond, UDESC, Brazil
  • Kate Helsen, The University of Western Ontario, Canada
  • Dorien Herremans, Singapore University of Technology and Design, Singapore
  • Eric Humphrey, Spotify, USA
  • Thor Kell, Spotify, USA
  • Anssi Klapuri, Yousician, Finland
  • Peter Knees, TU Wien, Austria
  • Robin Laney, Open University, UK
  • Audrey Laplante, Université de Montréal, Canada
  • Alexander Lerch, Georgia Institute of Technology, USA
  • David Lewis, University of Oxford, UK
  • Cynthia Liem, Delft University of Technology, The Netherlands
  • Matthias Mauch, Queen Mary University of London, UK
  • Brian McFee, New York University, USA
  • Matt McVicar, Jukedeck, UK
  • Emilio Molina, BMAT, Spain
  • Meinard Mueller, International Audio Laboratories Erlangen, Germany
  • John Neuharth, Microsoft, USA
  • Oriol Nieto, Pandora, USA
  • Dimitri Papageorgiou, Aristotle University of Thessaloniki, Greece
  • Emilia Parada-Cabaleiro, University of Augsburg, Germany
  • Geoffroy Peeters, IRCAM, France
  • Aggelos Pikrakis, University of Piraeus, Greece
  • Elio Quinton, Universal Music Group, UK
  • Preeti Rao, IIT Bombay, India
  • Iris Ren, Utrecht University, the Netherlands
  • Matthias Röder, Karajan Institute, Austria
  • Jimena Royo-Letelier, Deezer, France
  • Spencer Russel, MIT Media Lab, USA
  • Justin Salamon, New York University, USA,
  • Markus Schedl, Johannes Kepler University, Austria
  • Sertan Şentürk, Freelancer, Turkey
  • Kitty Zhengshan Shi, Stanford University, USA
  • Jordan Smith, Ircam, France
  • Mohamed Sordo, Pandora, USA
  • Ajay Srinivasamurthy, Idiap Research Institute, Switzerland
  • Sebastian Stober, University of Potsdam, Germany
  • Bob Sturm, Queen Mary University of London, UK
  • Stefan Sullivan, Smule, USA
  • Mi Tian, Elsevier, UK
  • Derek Tingle, SoundCloud, Germany
  • Douglas Turnbull, Ithaca College, USA
  • George Tzanetakis, University of Victoria, Canada,
  • Rafael Valle, NVIDIA and UC Berkeley, USA
  • Makarand Velankar, MKSSS’S Cummins College of Engineering for Women, Pune, India
  • Gissel Velarde, Consultant at Sony CSL, Germany
  • Anja Volk, Utrecht University, the Netherlands
  • Thomas Walther, Spotify, UK
  • Christof Weiss, International Audio Laboratories Erlangen, Germany
  • Tillman Weyde, City University of London, UK
  • Yi-Hsuan Yang, Academia Sinica, Taiwan
  • Eva Zangerle, University of Innsbruck, Austria

Sign-ups open for WiMIR mentoring round 2018

WiMIR

For preparing the third round of the Women in Music Information Retrieval (WiMIR) mentoring program, to begin in January 2018,  we kindly invite previous and new mentors and mentees to sign up for the upcoming round through the signup forms linked below in this post.

The WiMIR mentoring program connects women students, postdocs, early-stage researchers, industry employees, and faculty to more senior women and men in MIR who are dedicated to increasing opportunities for women in the field. Mentors will share their experiences and offer guidance to support mentees in achieving and exceeding their goals and aspirations. By connecting individuals of different backgrounds and expertise, this program strengthens networks within the MIR community, both in academia and industry.

Time commitment: four remote meetings between January and end of June 2018.

Who is eligible?

– Female undergraduates, graduate students, postdocs, early-stage researchers, industry employees, and faculty may sign up as mentees.

– Graduate students, industry employees, researchers, and faculty of any gender may sign up as mentors.

– Those meeting criteria for both mentor and mentee roles are welcome to sign up as both.

Faculty: Please share this announcement with female undergraduates in your departments and labs who may be interested in participating. The mentoring program can help attracting newcomers at an early stage to the MIR field.

Sign up to GET a mentor here: http://bit.ly/2AAZIqL

Sign up to BE a mentor here: http://bit.ly/2zuZp3b

Signups close Nov 30, 2017. Mentor/mentee matches will be announced in January 2018.

More information on the program:

For general information check out https://wimir.wordpress.com/mentoring-program/

Report on the mentoring round in 2017, including feedback from participants,  to be found here. Participants’ reports on their experience with the program: Stefanie Acevedo, Magdalena Fuentes, Iris Yuping Ren, Ryan Groves.

Questions? Email wimir-mentoring@ismir.net

We look forward to your response and commitment to continuing the mentoring program!

Emilia Gómez, Blair Kaneshiro, and Anja Volk (WiMIR Mentoring Program Committee)

WiMIR Mentoring Program Report 2017: the many faces of diversity

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Poster design: Julia Wilkins

Blog post by Anja Volk (Utrecht University), Co-Founder of the WiMIR Mentoring Program

We started the mentoring program in 2016, after many years of regular meetings of the Women in MIR group, which is dedicated to promoting the role of, and increasing opportunities for, women in the MIR field. The mentoring program was founded to connect women students, postdocs, early-stage researchers, industry employees, and faculty to more senior women and men in MIR. The program encourages and supports women in pursuing a career in MIR, raises an awareness on issues often faced by women in our field, and establishes networks between different generations, genders, and disciplines within MIR in academia and industry.

In this second round of the program in 2017, the number of participants has more than doubled. We have asked participants for anonymous feedback on their experience with the program after the closing in June 2017, in order to help the Mentoring Program Committee (Emilia Gómez, Blair Kaneshiro, and Anja Volk) to gain insights into what has worked well or less well for participants. With this blog post we share the outcomes of the mentoring round in 2017 as reflected by participants. We hope to provide a general overview on the benefits of this community effort to increase diversity in MIR, and to give an idea of the gains for individual participants.  

Participants

Around 50 mentees signed up for the program, residing in North America, Europe, Asia, and Australia. They ranged from high school student to associate professor, coming from a diverse field of interests and backgrounds, such as digital signal processing, computer music, computer science, music theory, computational musicology, music psychology, music performance, music and mathematics, music perception and cognition, computational ethnomusicology, composition, computational neuroscience, digital media, information science and human computer interaction. Mentors came from equally diverse backgrounds and different stages of career, residing in North America, Europe, Asia, and New Zealand, with roughly 1/3 working in industry and 2/3 in academia. Compared to the first round in 2016, we have seen a strong increase in the number of mentors from industry. As in 2016, an equal number of male and female mentors participated.

Matching procedure

We considered a number of different aspects when establishing the matches, such as general research interest and background, language, time zone, level of seniority, and specific requests from mentees on certain research or career topics. While it was often impossible to find a perfect match on all points, we strived to find the best possible overlap in commonalities. Participants were in general happy with their matches according to the feedback (on a scale between 0 and 5, 87% mentees rated the fitness of their match with a 4 or 5, so did 67% of the mentors). We do feel ready for the next MIREX challenge for helping us to solve this big puzzle: what would be the best algorithm for automatically matching the participants? One big challenge was the difference in time zones, as it is not always possible to find mentor and mentee within the same time zone, or even same continent.  Participants commented that both the commonalities in the matches were helpful, but also the differences for gaining new perspectives, such as discovering how research is organized in different countries.

Mentoring sessions

Participants had signed up for maximal 4 remote meetings in total between January and June 2017, while 42 % of mentees reported 4 and more meetings, others reported fewer meetings.

The following topics have been discussed in the mentoring sessions according to the feedback, with decreasing order of importance:

  • Career paths in academia
  • Career paths in industry
  • Work/life balance
  • Graduate school
  • Dealing with sexism
  • Balancing career with family/children

What did mentees gain

Overall, the mentees were very positive about the mentoring sessions – check out the gratitude wall – and have fun! Mentees reported very different aspects as important gains, from getting a general overview on research in music and technology, to getting a clearer picture on different career options, but also in receiving very concrete help in writing a paper or grant proposal. Here we report some examples on what they have taken home from the program:

  • Cooperation on a conference article
  • Feedback on research
  • Sharing questions and concerns
  • Getting a bigger perspective
  • Better understanding of priority of funders
  • Useful advice about internship
  • Gain a different perspective than those of my immediate colleagues
  • Getting to know a very wide field of research in music and technology fields
  • Better confidence in my abilities and professional options
  • Better understanding of different career paths in industry and academia

Examples of what mentees say about the program:

I saw possibilities and perspectives of people who ‘know better’ about that world in which I’m moving towards to but not quite there.

The gender disproportionality somehow to me brings fear of not choosing a secure career option. The mentorship program has been a confidence booster to me.

The WiMIR mentoring program clearly helps to create a better network among the members of the field, because it introduces people that otherwise would probably have never met.

For more detailed descriptions of benefits for mentees, please check out the blog posts by Stefanie Acevedo, Magdalena Fuentes and Iris Yuping Ren.

What did mentors gain

Many of the mentors indicated that they have taken valuable insights from the conversations, here are some examples:

  • Evaluating their own career path and reflecting on their own priorities
  • Gaining perspectives on struggles and concerns of junior staff in industry
  • Learning about differences in academic systems between North America and Europe
  • Mentees brought new ideas, mentors learnt something new about themselves
  • Good experience that their background and skills are useful for someone else
  • Being inspired by young researchers in the field
  • Gaining a friend

Examples of what mentors say about the program:

There are few things during my academic work day that take less time and have such immediate and longer-term impacts.

It was exciting to me to see my mentee being eager to proudly tell me about new accomplishments and insights and me being proud on these accomplishments as well. I got the feeling that I may have had a positive impact on the mentee and that both sides actually likewise benefited from the mentoring program.

I got to know brilliant people whom I wouldn’t have a chance to know otherwise.

For more: check out the gratitude wall from the mentors, and Ryan Groves’ blog post on the perspective of a mentor!

General feedback on the program

Both mentors and mentees reported a positive overall experience of the mentoring program: 88% of mentees gave it a 4 or 5 (on a scale between 0 and 5); 73% of mentors gave it a 4 or 5. The majority considered the time span between January and June appropriate, though 46% of the mentees and 32% of the mentors would have preferred a longer time span. Some participants reported difficulties in scheduling meetings, sometimes due to time zone differences.

Importance of the program for increasing diversity in MIR

Participants considered the extra support and push for women in our gender-imbalanced area as an important point of the program for increasing diversity, along with the factor of helping to make women in the field more visible, as well as attracting people from other fields who might learn more about MIR through this program. Participants also commented on the potential of the program to provide (male) mentors with a better understanding on how to make their institutions and themselves more accessible and inclusive.

New ideas by participants :

Participants mentioned a number of new ideas in the feedback form, such as

  • Make peer mentoring accessible for mutual support of mentors, such as on discussing papers or proposals
  • Connect mentees with each other through mailing list or chat platforms for exchanging ideas with others in a similar situation
  • Create profiles of women who have participated in the program on website for visibility
  • Get together at conferences, organize local networking
  • Establish contacts to high schools for early information on MIR

Conclusions by mentoring program committee for next round

We are in the process of discussing how to implement the new ideas mentioned by participants. Here are some ideas:

  • Mentors can indicate in sign up form whether they are interested in peer mentoring and what they would be interested in discussing with a peer. We will establish email contact between all mentors who are interested in peer mentoring, including information what they want to discuss, and then mentors can contact each other. Mentors can also indicate whether they would be interested in participating in a forum with other mentors.
  • Mentees can indicate in signup form whether they want to be part of email group or group chat with other mentees on exchanging ideas with peers. We establish the contact between all mentees who are interested, and then leave the mentee group to organize themselves.
  • We need volunteers for creating profiles of women for the website.
  • For anyone being in contact with high schools in their local area, we can provide a Power Point presentation about the mentoring program.
  • If anyone would like to organize a local networking event, please let us know for helping to spread the word about it. 

Note: If anybody has a comment or different suggestion, and wants to get involved in organizing, please contact us at wimir-mentoring@ismir.net.

A note from the program committee

We would like to thank all participants for making this round of the mentoring program happen! The doubts and concerns that are often mentioned by mentees when they sign up for this program — on whether or not there might be a career for them in this field — have been openly discussed in the mentoring sessions. We are happy that this community pays an invaluable contribution of encouragement to meet these concerns. Moreover, participants help to introduce MIR with its different disciplinary facets to people who have sometimes hardly heard about this field before, or to those with a different disciplinary background. Both mentees and mentors appreciated a new perspective on a different discipline, generation, gender, career path, country or continent – as a testament to the fact that “Mentoring is a two-way street” (Steve Washington) which considers many different facets of diversity. Or, as Amy V Beeston has put it in her blog post, we find courage through encouraging others, such that mentoring is a mutual gain. And in our case, we extend the gain to the third dimension of the mentoring program committee: by organizing this program, we provide a frame to be filled in by the participants, as it is up to the mentors and mentees to conceptualize whatever support is helpful in their individual sessions. Learning about the diverse outcomes, new emerging connections and ideas resulting from these individual cases means for us to see our efforts creatively multiplied into all kinds of directions – a moment of great joy, which we would like to share with all participants.

Anja Volk (Utrecht University), holds master degrees in both mathematics and musicology, and a PhD in the field of computational musicology. The results of her research have substantially contributed to areas such as music information retrieval, computational musicology, digital cultural heritage, music cognition, and mathematical music theory.  In 2010 she has been invited to join AcademiaNet: The Portal to Excellent Women Academics. She is founding board member of the International Society for Mathematics and Computation in Music (SMCM).  Between 2013 and 2015 she served as a board member of the International Society for Music Information Retrieval. In 2016 she launched together with Amélie Anglade, Emilia Gómez and Blair Kaneshiro the Women in MIR (WIMIR) Mentoring Program.  She co-organized the launch of the Transactions of the International Society for Music Information Retrieval, the open access journal of the ISMIR society, and is serving as Co-Editor-in-Chief for the journal’s first term.

WiMIR Mentoring 2017 Gratitude Wall

wimir_poster_draftmodifiedsmall

Poster design: Julia Wilkins

This blog post displays notions of mutual gratitude from participants of the WiMIR Mentoring Program in 2017. The program run between January and June 2017, with four remote sessions between mentee and mentor. Participants from North America, Europe, Asia, Australia and New Zealand came from a wide range of disciplinary background in music and technology. With this gratitude wall we share some of the benefits participants have experienced. Thanks everyone who has contributed to this wall! Have fun reading!

Mentees’ gratitude towards mentors

Thank you for your time, enthusiasm, and intelligence in accompanying me in this important transition from student to independent researcher! Your words about the method of work, interdisciplinary connections, and trust for the job search are very important and I am so grateful to you for these. Thank you so much!

Hi A. I see this opportunity to thank you publicly. You have been a great mentor and I will always be thankful to you for your help in making such a huge transition. All those DSP sessions have now enhanced my confidence and I hope to contribute to the MIR domain in the near future. Of course, I am going to continue to have sessions. Thank you once again ! 🙂

I am grateful for my mentor to take time out of his schedule to connect with me.

Thank you very much for taking your time, and for sharing your resources generously!

Thank you so much for your time, patience, answering all my questions and sharing your experience with me. It was a great program and it helped me get a more complete picture of the life after the PhD.

Thanks so much for the sessions! It’s always been a pleasure to talk to you. Very important to have someone’s opinions from the outside world. I learned a lot!

I feel very grateful for being part of the WiMIR program and to have an awesome mentor. It passes on skills, shares experience, and simply doubles the joy during research.

Thank you very much for your time and effort. You helped me in being more secure and better understanding what I was moving towards to. It’s funny how it may seem a simple conversation, but actually has a great effect.

Thank you for generously sharing your time and experience, and for giving me the opportunity to air uncertain thoughts in a low-pressure environment.

Thank you so much for all the advice that you gave me about both my academia and industry path. I truly valued your input as I was choosing a summer internship, and I would not feel confident in my choice without your help. Your openness and willingness to help and discuss anything was much appreciated, and I also loved hearing about your experience at your job and past institutions. I look up to you in many ways an aspire to follow a similar path to yours. You inspire me to want to be a great mentor to another young woman someday! Thanks for everything!

Grateful for the support and the motivation!

Thank you for your great understanding regarding all the doubts and concerns I had (and still have) in relation to a career path and life. Our conversations have been a great comfort and I am very grateful for your advice.

Thanks for being open and helpful from the very beginning!

My mentor was kind, encouraging, and easy to talk to. I could not have asked for a better mentor!

Hi, very glad to know and talk with H. Though I could not go through all the tracks and had short term to discuss our subject, it was impressive enough.

Thank you so much for your encouragement and insight into ways to get more immersed in the field of MIR. You showed me how it’s done.

It was great to talk to him! He’s an outstanding researcher and above all he was very humble and nice in all the meetings. I would like to thank him very much for his patience and time!

Thank you for taking the time to engage me like a colleague, sharing your knowledge and giving support. Your aid was indispensable.

Thank you so much! Having an open mind and willingness to help people is so important and you have truly left an impact. I know now that I will always have someone I can look to for guidance and support and it really means a lot.

Thank you to all who organized this program! It was truly a great experience and allowed me to talk to someone working in the field first-hand.

Thank you to my mentor for helping me explore different career paths within the MIR field.

Mentors’ gratitude towards mentees

Dear mentee, thank you for being my mentee for the last six months. During the course of the mentoring program, we got to know each other bit by bit and found that we do have a lot in common. This made it really easy to talk and to me, our telephone conferences simply flew by. I watched you taking a number of important steps and hope that you continue your path. I hope that you did enjoy it as much as I did and that you could actually gain from the program as much as I did.

Thanks for participating! Keep the good work up 🙂

Thank you for sharing how your love of music performance informs your research!

Thank you for being such an enjoyable companion. I was surprised by how much I looked forward to our discussions, and how quickly they went by.

I am glad that you worked hard to complete an ISMIR manuscript even though it was not ready. Sometime you just need to press on.

Thanks for all of our conversations!

Thank you for different view points and the research directions in Indian classical music.

It was a pleasure talking to a young and motivated student following an academic path.

Thank you for your curiosity and interest!

I’m so glad this initiative exists. Thanks a ton, organizers!

Thank you for your commitment to MIR despite the lack of encouragement from several quarters!

Keep on rockin’ mentee! Keep connected to MIR, and enrich MIR with these new tools you are learning in a neighboring field.

Thank you for your trust and patience while I learn the ropes of being a more effective mentor!

Follow your dreams!

Thank you for the nice chat on the thrilling steps of learning playing music instruments and enjoying music in general. I hope I will see you some day fulfilling your musical dreams!

Thanks so much for the honest, open and good-hearted sharing of experiences, ideas, questions and the occasional doubt. I saw myself reflected on your hopes and concerns more than expected, and I believe the experience not only to improve as a mentor, but as a member of the MIR community too. Thanks!

Thank you for the opportunity to discuss your research and your aspiration on pursuing scientific inquires!

I look forward to mentoring future MIR researchers!

Approaching Feminism as a Male Data Scientist

Blog post by WiMIR mentor Ryan Groves, co-founder of Melodrive

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Painting Equality used with permission from artist Osnat Tzadok, find original here.

The internet has provided a new platform for an obscene amount of information. Anyone with a computer and a connection can now be heard in the international community. Through the accessibility of information, citizens have become journalists, comedians, celebrities, laughing stocks, community leaders and even scientists just through the means of access to this information tsunami. One particular aspect of this is the ability for marginalized groups to directly confront those who are more privileged, or even perpetrate that marginalization.

I am a man. I had a relatively privileged upbringing–good schools and active parents. When I first started reading about feminism, I had the knee-jerk reaction that most men have: “They couldn’t be talking about me”. Surely I was a more-informed member of the opposite sex. Surely all of my accomplishments were based on my merit, and not on some advantage bestowed unto me. Surely I wasn’t gaining those advantages through the disadvantages of my peers.

As a data scientist, I teach machines how to understand human problems, and to perform human-like solutions. I decided to do what a good data scientist would do–to gather evidence, form a hypothesis, train the model to solve that problem, and test. Only this time, I’d be the subject.

Gathering Evidence

Let’s talk about the elephant in the room: Mansplaining. According to the New Republic [1], the essay that kicked off the whole idea was by the decorated author, Rebecca Solnit, in her piece, “Men Explain Things to Me; Facts Didn’t Get in Their Way”. In it, she says that “the out-and-out confrontational confidence of the totally ignorant is, in my experience, gendered. Men explain things to me, and other women, whether or not they know what they’re talking about. Some men”. Even in my marginally-more-enlightened state, after having opened myself up to this issue, I still find my instinctual male reaction kicking in when I read this sentence, which is to reject this notion outright. But that is exactly the point–why would I not approach this as evidence, as opposed to rejecting it as opinion? The author continues:

Every woman knows what I’m talking about. It’s the presumption that makes it hard, at times, for any woman in any field; that keeps women from speaking up and from being heard when they dare; that crushes young women into silence by indicating, the way harassment on the street does, that this is not their world. It trains us in self-doubt and self-limitation just as it exercises men’s unsupported overconfidence.

As a man, this was initially a foreign idea to me–an issue of which I was totally unaware.

The problem goes beyond Mansplaining. More recently, I read a really insightful blog post by a female engineer & designer, Nikki Lee, titled “Ride Like a Girl”. In it, she relates the experience of living as a woman in a world designed for men to being a biker in a world designed for cars. In it, she says:

Maybe you’ve noticed that cars are kind of scary. They are more or less scary depending on where you live — if you’re on a nice calm street in Seattle, drivers will give you plenty of room and wait patiently for you. Other places, drivers will try to run you off the road. And no matter where you are, you know that the cars around you could really mess you up if something went wrong.

[…]

In places with great cycling infrastructure, it’s really easy to get around just as efficiently as driving. But most cities don’t have that. These environments aren’t just not built for you, they’re constructed in a way that actively excludes you.

This analogy really resonated with me, because, like most people, I’ve had this experience while biking. I have indeed witnessed negligent drivers who impose the risk of real physical harm on bikers through their negligence. I have been held to a double-standard by having those same negligent drivers call me out for minor traffic infractions.

In industry, there are plenty of examples of the same disadvantages. I recently attended a Meetup event for gaming and game development in Berlin, and had the honor to hear a talk given by Brie Code. Brie Code is a speaker, writer, and the CEO of a new game studio, Tru Luv Media. She has worked for years in the games industry as a game AI developer and designer. Brie had always found that she had a very different response to games than traditional gamers. As she presents in her blog post on the topic:

[M]ultitudes of white masculine gamers who dominate the games industry have made experiences that are relevant to them but not to most people.

Brie often didn’t feel the “fight-or-flight” response to dangerous in-game situations. When she tried to explain this to other game developers and executives, they would confront her about it, even indicating that her own experience was wrong. Brie decided to do some research into the underlying assumptions that fuel those opinions. The research she discovered was compelling.

The most-commonly-known physiological response to threatening situations in games is fight-or-flight. As Brie Code puts it:

With fight-or-flight, your sympathetic nervous system kicks in and releases adrenaline followed by dopamine. If you like games like this, it’s probably because adrenaline and dopamine are very enjoyable. Your pupils dilate. Your heart beats faster. Your airways open up. And you feel exhilarated. You feel alive. You feel powerful.

Because Brie (as well as many of her friends) did not respond to games in this way, she dug up the psychological research around these responses, and found a completely different, competing response: tend-and-befriend. As Brie describes:

If you experience tend-and-befriend, it’s because your body releases oxytocin or vasopressin when you’re stressed, followed by opioids. This calms your sympathetic nervous system so you don’t get the flood of adrenaline. Instead of wanting to fight or to flee, you stay relatively calm, but aware. Your pupils dilate, you become fearless, and you are less sensitive to pain. You instinctively want to protect your loved ones, to seek out your allies, and to form new alliances. Oxytocin intensifies social feelings, and opioids feel extremely warm and lovely.

Research shows that oxytocin is involved in the physiological response to these threatening situations more-so for women than for men. In order to discover why this tend-and-befriend response was so overlooked, Brie did even more research. Prior to 1995, only 17% of the participants of psychological stress studies were female. In addition, according to an article by Think Progress, a 2014 review of sports and exercise studies showed that only 39% of 6 million participants were women. Brie found that this bias existed in things such as air-bag deployment, or identifying the signs of heart attacks.

However, it’s not only women that respond to games with tend-and-befriend. It seems that there is simply more to the picture than the traditional fight-or-flight response, which is exactly what Brie set out to prove.

Even in the highest office of the (American) land, female staffers were feeling overrun by their male counterparts. So much so, that they devised a strategy of mutual affirmation.

If we’re forming our opinions based on biased information, and excluding opposing opinions, then even what we consider to be fact is potentially false. It certainly seemed there was a common theme in all of these examples, which was succinctly described in the previously-mentioned article by Nikki Lee: These environments aren’t just not built for you, they’re constructed in a way that actively excludes you.

Forming a Hypothesis

I decided to challenge myself. Perhaps, rather than hypothesizing that all of this evidence was untrue, and trying to prove that, I should do exactly the opposite: I chose to hypothesize that all of this was true, and challenged myself to prove that it was.

Training myself to be aware

Since making this decision I’ve tried to be more aware of the issues facing women specifically. But how does one really change her own perspective? It isn’t solvable with a single bout of effort. It needs to be as consistent of an effort as it is for those who are not at a natural advantage in society’s constructed environments–one needs to be as aware as a biker in a city. As has been evident with the recent political happenings in the USA, sources of information can have a huge effect on your thoughts, habits, and perspectives. The two camps for Clinton and Trump were both guilty of consuming information that supported their own perspectives, which was why it was such a rude awakening for the Clinton supporters when Trump was elected. In general, we think of receiving information as a passive process, and in many cases it is hard to avoid consuming certain information. However, there are ways to customize your acquisition of information, and to control the perspectives that you choose to expose yourself to. In effect, you can run your own self-inflicted propaganda campaign.

I also endeavored to prove the hypothesis by gathering my own data. I found there to be ample evidence of the gender-based slights in my daily life. A female coworker filed a sexual harassment complaint, and the whole company was subjected to a sexual harassment seminar–with the glaring exclusion of the offender. Another female colleague was asked her opinion on her area of expertise, only to have them initially reject her opinion outright, and then claim her idea as their own in the final version. In a pickup basketball game, a female teammate suggests reducing the game to 4 on 4, because we only have teams of 5 and 6, and it would be hard for her team (of 5) to be running for the entire game with no substitutes. A man responds, insisting it be 5 on 5, and shouts “we’re men, and we want to run!”.

I’ve even noticed simple micro-aggressions in the academic world. At a recent conference, I walked up to a particular poster presentation in the middle of a conversation between the presenter and a female participant. Immediately, the presenter’s focus shifted from the woman to me, and it was as if the woman was no longer part of the conversation.

Testing

With the mounting evidence from both personal experience and outside sources, it seems that gender issues are real, and pose a serious barrier to equal opportunity. So how do I use this gained perspective to make a real change?

Spread the Word

One constructive approach is to evangelize my own personal process, and to encourage other men to change their perspective. It is indeed both genders’ responsibility that people are treated fairly. This blog post is my first attempt at that. But it also involves ongoing discussions and dialogue.

Confrontation

Now that I am convinced of my hypothesis, it’s my responsibility to confront micro-aggressions and unfair treatment that occur in my surroundings.

Continue My Personal Awareness Campaign

My perspective is not perfect, and I don’t expect it ever to be. For the last 2 years, I’ve been a mentor for the Women in MIR (WiMIR) mentoring program. It’s a fantastic initiative that is trying to address some of these gender-based discrepancies in academia, with a specific focus on the MIR (Music Information Retrieval) community. Part of the reason that I like to be a WiMIR mentor is to simply be aware of the issues that women face in the workplace from their perspective, since there are always things that I personally overlook coming from the perspective of the opposite gender.

Build a Positive Work Environment

As a business owner in my capacity of co-founder of Melodrive, I have the unique opportunity to sculpt my own business’ work environment, and it’s my responsibility to create an environment that is as inclusive as possible. Recently, the Augmented Reality company Magic Leap had a lawsuit alleging gender-based discrimination. In the lawsuit, there contains a really thoughtful list of recommendations for a company that wants to be more inclusive (written by Tannen Campbell).

  • Creating “parents’ guides” for cities where Magic Leap had offices, and listing recommended doctors, babysitters, etc. for newcomers
  • Establishing internships for female students to code/build for mixed reality
  • Creating an internal mentorship program pairing men with women;
  • Increasing paternity leave to show that Magic Leap values a man’s role in child caregiving and allows busy moms to return to work sooner if they choose;
  • Tying diversity to extra bonuses, e.g., giving a department head an additional bonus for increasing gender diversity
  • Implementing mandatory “unconscious bias training” for leadership;
  • Demonstrating a commitment to encouraging young girls’ interest in tech education by replacing the “swag”–T-shirts, notebooks and the like–handed out to important visitors with a donation in the important visitor’s name to Girls Who Code, and organization devoted to overcoming the gender gap in tech jobs.
  • Creating and appending an “Equal Pay Guarantee” stamp or seal on all Magic Leap’s position descriptions in recruiting material and elsewhere, evidencing Magic Leap’s commitment to equal pay for equal work within the same tier
  • “Fishing where the fish are” by recruiting employees from a list of colleges, provided by Campbell, with the highest number of women in STEM (Science, Technology, Engineering and Mathematics) departments

With all of these new data points, and my somewhat-improved perspective, it will hopefully be easier to be proactive to create a non-hostile work environment and accommodating employee policies as a small business owner. Additionally, perhaps I’ll be able to move the needle to a society that is more open and inclusive. And while I feel that I have personally made progress in being more in tune with the perspectives of others, I don’t feel that I’ve completed my task. This is an ongoing challenge, just like it is for those who experience disadvantages in their daily lives and beyond.

  1. https://newrepublic.com/article/118555/rebecca-solnits-men-explain-things-me-scourge-mansplaining

Ryan Groves is a computational music theorist, composer and data scientist. He received his B.S. in Computer Science from UCLA, and continued on to complete a Master’s in Music Technology from McGill University. As the former Director of R&D for Zya, he developed a musical messenger app that automatically sings your texts, called Ditty. Ditty won the Best Music App of 2015 from the Appy Awards. In 2016, his research in computational music theory was awarded the Best Paper at the prominent music technology conference, ISMIR. With his new venture, Melodrive, he and his co-founding team of two PhDs in Music and AI are looking to build the world’s best artificially intelligent composer, and to change the way music is experienced in video games and virtual environments.

Mentorship as a way to mind the gap in music academia and to prepare students for the “real world.”

Blog post by WiMIR mentee Stefanie Acevedo, PhD Candidate at Yale University

I knew I wanted a career in music academia since I was fifteen. Now, as I begin the last year of my PhD program in music theory, I feel a mixture of fear, eagerness, and sometimes, uncertainty as to whether I wish to continue in the field. This comes not only due to increasing hostility toward the “liberal conspiracy” of higher education, budget cuts across the board for humanities and music programs, and increasing corporatization of Universities, but also due to slowed (and perhaps even declining) progress for women’s and minority rights in the United States. After spending so many years in graduate school, I worry that all of that effort will be for naught and that my student debt will only grow deeper and deeper due to accruing interest while I make ends meet as an adjunct or visiting professor.

Then again, that anxiety may just be coming from my impostor syndrome [1].

Yet the reality brought on by many of these problems ring true, especially for individuals who make up minorities in musicology fields (women, people-of-color, people with disabilities, and LGBTQ individuals alike): not only must we navigate the world as minorities, but we are also facing a volatile job market.

As a rising educator, then, how can I speak to my students, especially those who are minorities, and tell them that music is a worthwhile career? How can I responsibly educate my students and let them know that, despite spending many years and dollars putting themselves through graduate school, they might have to face years of uncertainty on the job market?

This is where mentoring programs by organizations like WiMIR play a large role.

But first, let us ignore the current job market and focus on the benefits of mentoring. We know that mentoring and support systems allow minority students to thrive [2]. Many minority students are surrounded by societal pressures and, consequently, insecurity – a mentor, aware of the psychological and social dynamics at play, is then able to aid the student in reaching their goals. I, personally, have been lucky to have a PhD advisor who is sensitive to the hardships faced by minority students, and can thus, guide me in matters other than my dissertation research. I am also very lucky to have a wide support network of past professors and mentors who have encouraged me along the way. Many students, especially minorities, do not have that type of support from their advisors or professors, and could benefit from these type of relationships beyond their immediate school environments.

Further, research has shown that women and other minority faculty are more likely to take on mentoring roles than non-minority faculty [3]. This can be problematic in, at least, two ways: A) The amount of time spent on mentoring and related service can compromise minority faculty’s research time (affecting advancement in their field) [4] and B) in departments were minority faculty are scarce, students may not be able to receive the full support they require (leading to lower diversity). Organizational mentoring programs, such as WiMIR’s, can definitely provide outside help to attenuate these problems. These programs also have the potential to indirectly alter department cultures. By becoming mentors, non-minority faculty members can learn and adapt their mentoring to better suit the needs of minority students (and faculty) – they are often even more willing to mentor in the future [5]. Many benefits arise. First of all, minority faculty would be less burdened, giving them more time to research or extend their service elsewhere. If a wider range of faculty invested time into and valued mentoring and similar service more, those activities may be better appreciated by the University as a whole – the service may then be weighed more heavily on, for example, the tenure dossier [6]. And, finally, as non-minority faculty become better attuned to issues faced by minorities, they can facilitate change in department cultures toward inclusivity and diversity [7].

More importantly, though, mentoring programs by organizations such as WiMIR can aid students in diversifying their interests in order to better prepare them for successful careers. As an educator in music, I believe it is my duty to enable students to follow their dreams, but also to prepare them for the real world. As a Hispanic woman, I want to increase the diversity in music theory, but I feel a responsibility to my students to give them the broader picture: academia is cutthroat, the road is long, and job prospects are difficult. I want students to be able to follow their hearts and passion for the arts, but I also want them to have financially-stable and bright futures. The best possible way to prepare a student for a music career, in my opinion, is to diversify their portfolio with a secondary interest in order to develop lucrative skills (not just for a job at a music department, but also for a job in Arts Management at BMI or ASCAP, or as a Data Scientist at Spotify or Google). In my case, I diversified by pursuing a master’s degree in experimental psychology and learning computational skills. We need to be marketable as specialists in music that can apply that knowledge outside of the concert hall or theory classroom. While Universities tout interdisciplinarity, resources are often lacking and students may not have the knowledge, time, or guidance to seek out secondary interests (especially at disadvantaged schools). Not many students can afford the luxury of getting multiple degrees. At many schools, a music degree does not provide training beyond the traditional Western Classical music curriculum. This, then, is where external mentorship can aid students to not only experiment and define other interests, but also gain exposure to and prepare themselves for alternate career paths that also utilize their musical talent. Even for older students, like myself, or those who have already graduated, cross-disciplinary mentorship can help us expand our horizons, leading to a broader portfolio, an increased awareness of the applications of our research, or even, a back up career plan.

Stefanie Acevedo is a PhD Candidate in music theory at Yale University. She is a past member of the Society for Music Theory’s Committee for the Status of Women, a past board member of the International Alliance for Women in Music, and currently serves as a member of the Graduate and Professional Student Title IX Advisory Board at Yale. Her dissertation is a computational and EEG study of popular harmony expectation. She is currently a mentee in WiMIR’s mentorship program.

END NOTES:

  1. Peteet, B.J., L. Montgomery, and J.C. Weekes (2015). “Predictors of imposter phenomenon among talented ethnic minority undergraduate students.” The Journal of Negro Education 84(2), pp. 175-186;  Richards, C. (2015). “Learning to deal with the Impostor Syndrome.” The New York Times, October 26.
  2. Thomas, K.M., L.A. Willis, and J. Davis (2007). “Mentoring minority graduate students: issues and strategies for institutions, faculty, and students.” Equal Opportunities International 26(3): pp.178-192, doi: 10.1108/02610150710735471; Blackwell, J.E. (1989). “Mentoring: An action strategy for increasing minority faculty.” Academe 75(5), pp. 8-14.
  3. Acker, S. and G. Feuerverger (1996). “Doing good and feeling bad: The work of women university teachers.” Cambridge Journal of Education 26(3), pp. 401-422.; Flaherty, C. (2015). “Negotiating Balance.” Inside Higher Education, April 22.
  4. Guarino, C.M., and M.H. Borden (2017). “Faculty service loads and gender: Are women taking care of the academic family?” Research in Higher Education.
  5. Ragins, B.R. and J.L. Cotton (1993). “Gender and willingness to mentor in organizations.” Journal of Management 19(1), pp. 97-111.
  6.  Aguirre, A., Jr. (2000). “Women and minority Faculty in the Academic Workplace: Recruitment, Retention, and Academic Culture.” ASHE-ERIC HIgher Education Report 27(6).
  7. Baez, B. (2000). “Race-related service and faculty of color: Conceptualizing critical agency in academe.” Higher Education 39(3), pp. 363-391.