[AUDITORY] DCASE 2019 Workshop in NYC: Call for Papers (Justin Salamon )


Subject: [AUDITORY] DCASE 2019 Workshop in NYC: Call for Papers
From:    Justin Salamon  <000000b4a42fd03d-dmarc-request@xxxxxxxx>
Date:    Fri, 22 Mar 2019 17:40:24 +0000
List-Archive:<http://lists.mcgill.ca/scripts/wa.exe?LIST=AUDITORY>

--_000_BYAPR02MB58302088BC9D723E8374A336AB430BYAPR02MB5830namp_ Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable *** Apologies for cross postings *** *** Please forward to other interested colleagues *** The 4th Workshop on Detection and Classification of Acoustic Scenes and Eve= nts, DCASE 2019, will be held in New York City on October 25-26 2019: http://dcase.community/workshop2019/ The workshop immediately follows WASPAA 2019<https://www.waspaa.com/> and S= ANE 2019<http://www.saneworkshop.org/>, also hosted in New York, offering a= full week of exciting audio related research! As in previous years the workshop is organized in conjunction with the DCAS= E challenge<http://dcase.community/challenge2019/>. We aim to bring togethe= r researchers from many different universities and companies with an intere= st in the topic, and provide the opportunity for scientific exchange of ide= as and opinions. The technical program will include invited speakers on the topic of computa= tional everyday sound analysis and recognition, and oral and poster present= ations of accepted papers. In addition, a special poster session will be dedicated to the DCASE 2019 c= hallenge entries and results. We invite submissions on the topics of computational analysis of acoustic s= cenes and sound events, including but not limited to: Tasks in computational environmental audio analysis * Acoustic scene classification * Sound event detection and localization * Audio tagging * Challenges in real-life applications (e.g., rare events, overlapping = sound events, weak labels) Methods for computational environmental audio analysis * Signal processing methods * Machine learning methods * Auditory-motivated methods * Cross-disciplinary methods involving, e.g., acoustics, biology, psych= ology, geography, materials science, transports science Resources, applications, and evaluation of computational environmental audi= o analysis * Publicly available datasets or software, taxonomies and ontologies, e= valuation procedures * Ethics, privacy, responsible research * Applications * Description of systems submitted to the DCASE 2019 Challenge, expande= d from the challenge technical report submissions to include evaluation res= ults and comparison. Reproducible research with open-source code and open data is encouraged (bu= t not mandatory). Important notice for challenge participants Note that while each DCASE challenge submission must be accompanied by a te= chnical report describing the system, in order to be considered for publica= tion at the peer reviewed workshop, such reports must be augmented with fin= al results from the challenge and a careful analysis of those results in th= e context of the other submissions in a way that provides meaningful, useab= le insight. IMPORTANT DATES * 05 Jul 2019: Workshop paper abstract submission * 12 Jul 2019: Workshop paper submission * 23 Aug 2019: Notification of paper acceptance * 25 Oct 2019 - 26 Oct 2019: Workshop We look forward to receiving your submissions! GENERAL CHAIRS Juan P. Bello, New York University Mark Cartwright, New York University PROGRAM CHAIRS Daniel P. W. Ellis, Google, Inc. Michael Mandel, Brooklyn College (CUNY) Justin Salamon, Adobe Research LOCAL ORGANIZATION Vincent Lostanlen, Cornell University -- Justin Salamon | Adobe Research | www.justinsalamon.com --_000_BYAPR02MB58302088BC9D723E8374A336AB430BYAPR02MB5830namp_ Content-Type: text/html; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable <html> <head> <meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Diso-8859-= 1"> <style type=3D"text/css" style=3D"display:none;"> P {margin-top:0;margin-bo= ttom:0;} </style> </head> <body dir=3D"ltr"> <div style=3D"font-family: Arial, Helvetica, sans-serif; font-size: 10pt; c= olor: rgb(0, 0, 0);"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">*** Apologies for cross postings ***</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial"><b style=3D"font-weight: normal"><span style=3D"margin: 0px; font-w= eight: 400; color: rgb(33, 33, 33); background-color: rgb(255, 255, 255)">*= ** Please forward to other interested colleagues ***</span></b><br> </span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">The 4th Wo= rkshop on Detection and Classification of Acoustic Scenes and Events, DCASE= 2019, will be held in New York City on October 25-26 2019:&nbsp;</span></p= > <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <a href=3D"http://dcase.community/workshop2019/" style=3D"margin: 0px"><spa= n style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family: Ari= al; color: rgb(17, 85, 204); text-decoration: underline; text-decoration-sk= ip-ink: none">http://dcase.community/workshop2019/</span></a></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">The workshop immediately follows<span>&nbsp;</span></span><a href= =3D"https://www.waspaa.com/" style=3D"margin: 0px"><span style=3D"margin: 0= px; font-weight: 400; font-size: 10pt; font-family: Arial; color: rgb(17, 8= 5, 204); text-decoration: underline; text-decoration-skip-ink: none">WASPAA 2019</span></a><span style=3D"margin: 0px; font-weight: 400; font-size: 10= pt; font-family: Arial"><span>&nbsp;</span>and<span>&nbsp;</span></span><a = href=3D"http://www.saneworkshop.org/" style=3D"margin: 0px"><span style=3D"= margin: 0px; font-weight: 400; font-size: 10pt; font-family: Arial; color: = rgb(17, 85, 204); text-decoration: underline; text-decoration-skip-ink: non= e">SANE 2019</span></a><span style=3D"margin: 0px; font-weight: 400; font-size: 10= pt; font-family: Arial">, also hosted in New York, offering a full week of = exciting audio related research!</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">As in previous years the workshop is organized in conjunction with = the<span>&nbsp;</span></span><a href=3D"http://dcase.community/challenge201= 9/" style=3D"margin: 0px"><span style=3D"margin: 0px; font-weight: 400; fon= t-size: 10pt; font-family: Arial; color: rgb(17, 85, 204); text-decoration:= underline; text-decoration-skip-ink: none">DCASE challenge</span></a><span style=3D"margin: 0px; font-weight: 400; font-siz= e: 10pt; font-family: Arial">. We aim to bring together researchers from ma= ny different universities and companies with an interest in the topic, and = provide the opportunity for scientific exchange of ideas and opinions.</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">The technical program will include invited speakers on the topic of= computational everyday sound analysis and recognition, and oral and poster= presentations of accepted papers.&nbsp;</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">In addition, a special poster session will be dedicated to the DCAS= E 2019 challenge entries and results.</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">We invite submissions on the topics of computational analysis of ac= oustic scenes and sound events, including but not limited to:</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">Tasks in c= omputational environmental audio analysis</span></p> <ul style=3D"font-weight: normal; background-color: rgb(255, 255, 255); fon= t-family: Arial, Helvetica, sans-serif; margin-top: 0pt; margin-bottom: 0pt= "> <li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-weight: = 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Acoustic scene classification</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Sound event detection and localization</sp= an></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Audio tagging</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Challenges in real-life applications (e.g.= , rare events, overlapping sound events, weak labels)</span></p> </li></ul> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">Methods fo= r computational environmental audio analysis</span></p> <ul style=3D"font-weight: normal; background-color: rgb(255, 255, 255); fon= t-family: Arial, Helvetica, sans-serif; margin-top: 0pt; margin-bottom: 0pt= "> <li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-weight: = 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Signal processing methods</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Machine learning methods</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Auditory-motivated methods</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Cross-disciplinary methods involving, e.g.= , acoustics, biology, psychology, geography, materials science, transports = science</span></p> </li></ul> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">Resources,= applications, and evaluation of computational environmental audio analysis= </span></p> <ul style=3D"font-weight: normal; background-color: rgb(255, 255, 255); fon= t-family: Arial, Helvetica, sans-serif; margin-top: 0pt; margin-bottom: 0pt= "> <li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-weight: = 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Publicly available datasets or software, t= axonomies and ontologies, evaluation procedures</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Ethics, privacy, responsible research</spa= n></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Applications</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">Description of systems submitted to the DC= ASE 2019 Challenge,<span>&nbsp;</span></span><span style=3D"margin: 0px; fo= nt-style: italic">expanded from the challenge technical report submissions to include evaluation results and comparison.= </span></p> </li></ul> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Reproducible research with open-source code and open data is encour= aged (but not mandatory).</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">Important = notice for challenge participants</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Note that while each DCASE challenge submission must be accompanied= by a technical report describing the system, in order to be considered for= publication at the peer reviewed workshop, such reports must be augmented with final results from the chall= enge and a careful analysis of those results in the context of the other su= bmissions in a way that provides<span>&nbsp;</span></span><span style=3D"ma= rgin: 0px; font-style: italic; font-weight: 400; font-size: 10pt; font-fami= ly: Arial">meaningful, useable insight.</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">IMPORTANT = DATES</span></p> <ul style=3D"font-weight: normal; background-color: rgb(255, 255, 255); fon= t-family: Arial, Helvetica, sans-serif; margin-top: 0pt; margin-bottom: 0pt= "> <li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-weight: = 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">05 Jul 2019: Workshop paper abstract submi= ssion</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">12 Jul 2019: Workshop paper submission</sp= an></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">23 Aug 2019: Notification of paper accepta= nce</span></p> </li><li dir=3D"ltr" style=3D"font-size: 10pt; font-family: Arial; font-wei= ght: 400"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; line-height: 1= .38"><span style=3D"margin: 0px">25 Oct 2019 - 26 Oct 2019: Workshop</span>= </p> </li></ul> <div style=3D"margin: 0px; font-weight: normal; font-family: &quot;Segoe UI= &quot;, &quot;Segoe UI Web (West European)&quot;, &quot;Segoe UI&quot;, -ap= ple-system, system-ui, Roboto, &quot;Helvetica Neue&quot;, sans-serif; back= ground-color: rgb(255, 255, 255)"> <font face=3D"Arial"><br> </font></div> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial"></span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">We look forward to receiving your submissions!</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">GENERAL CH= AIRS</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Juan P. Bello, New York University</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Mark Cartwright, New York University</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">PROGRAM CH= AIRS</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Daniel P. W. Ellis, Google, Inc.</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Michael Mandel, Brooklyn College (CUNY)</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Justin Salamon, Adobe Research</span></p> <br style=3D"font-family: &quot;Segoe UI&quot;, &quot;Segoe UI Web (West Eu= ropean)&quot;, &quot;Segoe UI&quot;, -apple-system, system-ui, Roboto, &quo= t;Helvetica Neue&quot;, sans-serif; background-color: rgb(255, 255, 255)"> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; background-col= or: rgb(255, 255, 255); font-family: Arial, Helvetica, sans-serif; line-hei= ght: 1.38"> <span style=3D"margin: 0px; font-size: 10pt; font-family: Arial">LOCAL ORGA= NIZATION</span></p> <p dir=3D"ltr" style=3D"margin-top: 0pt; margin-bottom: 0pt; font-weight: n= ormal; background-color: rgb(255, 255, 255); font-family: Arial, Helvetica,= sans-serif; line-height: 1.38"> <span style=3D"margin: 0px; font-weight: 400; font-size: 10pt; font-family:= Arial">Vincent Lostanlen, Cornell University</span></p> </div> <div style=3D"font-family: Arial, Helvetica, sans-serif; font-size: 10pt; c= olor: rgb(0, 0, 0);"> <br> </div> <div id=3D"signature"> <div style=3D"font-family:Arial,Helvetica,sans-serif; font-size:10pt; color= :rgb(0,0,0)"> --</div> <div style=3D"font-family:Arial,Helvetica,sans-serif; font-size:10pt; color= :rgb(0,0,0)"> Justin Salamon | Adobe Research | www.justinsalamon.com</div> </div> </body> </html> --_000_BYAPR02MB58302088BC9D723E8374A336AB430BYAPR02MB5830namp_--


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Electrical Engineering Dept., Columbia University