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---
layout: default
title: Publications -- Michael I Mandel
---
<div class="page-header">
<h1>Publications</h1>
</div>
<h2>Theses, Chapters</h2>
<table>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel19">1</a>]
</td>
<td class="bibtexitem">
Michael Mandel, Justin Salamon, and Daniel P.W. Ellis, editors.
<em>Proceedings of the Detection and Classification of Acoustic
Scenes and Events 2019 Workshop (DCASE2019)</em>.
New York University, NY, USA, October 2019.
[ <a href="pubs_bib.html#mandel19">bib</a> |
<a href="http://dx.doi.org/10.33682/1syg-dy60">DOI</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel16e">2</a>]
</td>
<td class="bibtexitem">
Michael I Mandel, Shoko Araki, and Tomohiro Nakatani.
Multichannel clustering and classification approaches.
In Emmanuel Vincent, Tuomas Virtanen, and Sharon Gannot, editors,
<em>Audio Source Separation and Speech Enhancement</em>, chapter 12. Wiley,
2018.
[ <a href="pubs_bib.html#mandel16e">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="MandelAndBarker2017">3</a>]
</td>
<td class="bibtexitem">
Michael I Mandel and Jon P Barker.
Multichannel spatial clustering using model-based source separation.
In Shinji Watanabe, Marc Delcroix, Florian Metze, and John R.
Hershey, editors, <em>New Era for Robust Speech Recognition: Exploiting,
Deep Learning</em>, chapter 3. Springer, 2017.
[ <a href="pubs_bib.html#MandelAndBarker2017">bib</a> |
<a href="http://dx.doi.org/10.1007/978-3-319-64680-0">DOI</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="XiaoEtAl2017">4</a>]
</td>
<td class="bibtexitem">
Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Michael Mandel, Liang Lu, John R.
Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, and Dong Yu.
Discriminative beamforming with phase-aware neural networks for
speech enhancement and recognition.
In Shinji Watanabe, Marc Delcroix, Florian Metze, and John R.
Hershey, editors, <em>New Era for Robust Speech Recognition: Exploiting,
Deep Learning</em>, chapter 4. Springer, 2017.
[ <a href="pubs_bib.html#XiaoEtAl2017">bib</a> |
<a href="http://dx.doi.org/10.1007/978-3-319-64680-0">DOI</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="devaney16b">5</a>]
</td>
<td class="bibtexitem">
Johanna Devaney, Michael I Mandel, Douglas Turnbull, and George Tzanetakis,
editors.
<em>Proceedings of the 17th International Society for Music
Information Retrieval Conference (ISMIR)</em>.
New York, 2016.
[ <a href="pubs_bib.html#devaney16b">bib</a> |
<a href="https://drive.google.com/file/d/0B2SQvWn0_78BaWxUNEdyakROLWM/view?usp=sharing">http</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="bertin-mahieux09">6</a>]
</td>
<td class="bibtexitem">
Thierry Bertin-Mahieux, Douglas Eck, and Michael I. Mandel.
Automatic tagging of audio: The state-of-the-art.
In Wenwu Wang, editor, <em>Machine Audition: Principles, Algorithms
and Systems</em>, chapter 14, pages 334--352. IGI Publishing, 2010.
[ <a href="pubs_bib.html#bertin-mahieux09">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel09c">7</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel.
<em>Binaural Model-Based Source Separation and Localization</em>.
PhD thesis, Columbia University, February 2010.
[ <a href="pubs_bib.html#mandel09c">bib</a> |
<a href="http://m.mr-pc.org/work/dissertation.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel09c">Abstract</a> ]
</td>
</tr>
</table>
<h2>Journal</h2>
<table>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="TrinhAndMandel2020b">1</a>]
</td>
<td class="bibtexitem">
Vieh Anh Trinh and Michael I Mandel.
Directly comparing the listening strategies of humans and machines.
<em>IEEE Transactions on Audio, Speech, and Language Processing</em>,
29:312--323, 2021.
[ <a href="pubs_bib.html#TrinhAndMandel2020b">bib</a> |
<a href="http://dx.doi.org/10.1109/TASLP.2020.3040545">DOI</a> |
<a href="pubs_abs.html#TrinhAndMandel2020b">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandelEtAl2019">2</a>]
</td>
<td class="bibtexitem">
Michael I Mandel, Vikas Grover, Mengxuan Zhao, Jiyoung Choi, and Valerie
Shafer.
The bubble-noise technique for speech perception research.
<em>Perspectives of the ASHA Special Interest Groups</em>,
4(6):1653--1666, 2019.
[ <a href="pubs_bib.html#mandelEtAl2019">bib</a> |
<a href="http://dx.doi.org/10.1044/2019_PERS-19-00058">DOI</a> |
<a href="pubs_abs.html#mandelEtAl2019">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel16c">3</a>]
</td>
<td class="bibtexitem">
Michael I Mandel, Sarah E Yoho, and Eric W Healy.
Measuring time-frequency importance functions of speech with bubble
noise.
<em>Journal of the Acoustical Society of America</em>, 140:2542--2553,
2016.
[ <a href="pubs_bib.html#mandel16c">bib</a> |
<a href="http://dx.doi.org/10.1121/1.4964102">DOI</a> |
<a href="http://github.com/mim/auditoryBubbles">Code</a> |
<a href="http://m.mr-pc.org/work/jasa16.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel16c">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="larochelle12">4</a>]
</td>
<td class="bibtexitem">
Hugo Larochelle, Michael I Mandel, Razvan Pascanu, and Yoshua Bengio.
Learning algorithms for the classification restricted boltzmann
machine.
<em>Journal of Machine Learning Research</em>, 13:643--669, March 2012.
[ <a href="pubs_bib.html#larochelle12">bib</a> |
<a href="http://www.jmlr.org/papers/volume13/larochelle12a/larochelle12a.pdf">.pdf</a> |
<a href="pubs_abs.html#larochelle12">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="weiss11">5</a>]
</td>
<td class="bibtexitem">
Ron Weiss, Michael I. Mandel, and Daniel P. W. Ellis.
Combining localization cues and source model constraints for binaural
source separation.
<em>Speech Communication</em>, 53(5):606--621, May 2011.
[ <a href="pubs_bib.html#weiss11">bib</a> |
<a href="http://dx.doi.org/10.1016/j.specom.2011.01.003">DOI</a> |
<a href="http://www.ee.columbia.edu/~dpwe/pubs/WeissME11-messlev.pdf">.pdf</a> |
<a href="pubs_abs.html#weiss11">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel11b">6</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio, Luca M. Aiello,
Rossano Schifanella, and Filippo Menczer.
Contextual tag inference.
<em>ACM Transactions on Multimedia Computing, Communications and
Applications</em>, 7S(1):32:1--32:18, October 2011.
[ <a href="pubs_bib.html#mandel11b">bib</a> |
<a href="http://dx.doi.org/10.1145/2037676.2037689">DOI</a> |
<a href="http://m.mr-pc.org/work/tomccap11.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel11b">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="devaney12a">7</a>]
</td>
<td class="bibtexitem">
Johanna Devaney, Michael I. Mandel, Daniel P. W. Ellis, and Ichiro Fujinaga.
Automatically extracting performance data from recordings of trained
singers.
<em>Psychomusicology: Music, Mind & Brain</em>, 21(1–-2):108--136,
2012.
[ <a href="pubs_bib.html#devaney12a">bib</a> |
<a href="http://music.mcgill.ca/~devaney/files/devaney11automatically.pdf">.pdf</a> |
<a href="pubs_abs.html#devaney12a">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel10a">8</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel, Scott Bressler, Barbara Shinn-Cunningham, and Daniel P. W.
Ellis.
Evaluating source separation algorithms with reverberant speech.
<em>IEEE Transactions on Audio, Speech, and Language Processing</em>,
18(7):1872--1883, 2010.
[ <a href="pubs_bib.html#mandel10a">bib</a> |
<a href="http://dx.doi.org/10.1109/TASL.2010.2052252">DOI</a> |
<a href="http://m.mr-pc.org/work/taslp10b.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel10a">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel09a">9</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel, Ron J. Weiss, and Daniel P. W. Ellis.
Model-based expectation maximization source separation and
localization.
<em>IEEE Transactions on Audio, Speech, and Language Processing</em>,
18(2):382--394, February 2010.
[ <a href="pubs_bib.html#mandel09a">bib</a> |
<a href="http://dx.doi.org/10.1109/TASL.2009.2029711">DOI</a> |
<a href="http://m.mr-pc.org/work/taslp10.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel09a">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel08b">10</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel and Daniel P. W. Ellis.
A web-based game for collecting music metadata.
<em>Journal of New Music Research</em>, 37(2):151--165, 2008.
[ <a href="pubs_bib.html#mandel08b">bib</a> |
<a href="http://dx.doi.org/10.1080/09298210802479300">DOI</a> |
<a href="http://m.mr-pc.org/work/jnmr08.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel08b">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="huang08">11</a>]
</td>
<td class="bibtexitem">
Thomas S. Huang, Charlie K. Dagli, Shyamsundar Rajaram, Edward Y. Chang,
Michael I. Mandel, Graham E. Poliner, and Daniel P. W. Ellis.
Active learning for interactive multimedia retrieval.
<em>Proceedings of the IEEE</em>, 96(4):648--667, 2008.
[ <a href="pubs_bib.html#huang08">bib</a> |
<a href="http://dx.doi.org/10.1109/JPROC.2008.916364">DOI</a> |
<a href="pubs_abs.html#huang08">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel06b">12</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel, Graham E. Poliner, and Daniel P. W. Ellis.
Support vector machine active learning for music retrieval.
<em>Multimedia systems</em>, 12(1):1--11, August 2006.
[ <a href="pubs_bib.html#mandel06b">bib</a> |
<a href="http://dx.doi.org/10.1007/s00530-006-0032-2">DOI</a> |
<a href="http://m.mr-pc.org/work/mmsj05.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel06b">Abstract</a> ]
</td>
</tr>
</table>
<h2>Conference</h2>
<table>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="CobanEtAl2023">1</a>]
</td>
<td class="bibtexitem">
Enis Berk Çoban, Megan Perra, and Michael I Mandel.
Towards high resolution weather monitoring with sound data.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2024.
To appear.
[ <a href="pubs_bib.html#CobanEtAl2023">bib</a> |
<a href="pubs_abs.html#CobanEtAl2023">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="SyedAndMandel2023">2</a>]
</td>
<td class="bibtexitem">
Ali Raza Syed and Michael I Mandel.
Estimating shapley values of training utterances for automatic speech
recognition models.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2023.
[ <a href="pubs_bib.html#SyedAndMandel2023">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="TrinhEtAl2022">3</a>]
</td>
<td class="bibtexitem">
Viet Ahn Trinh, Hassan Salami Kavaki, and Michael I Mandel.
Importantaug: a data augmentation agent for speech.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2022.
[ <a href="pubs_bib.html#TrinhEtAl2022">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="CobanEtAl2022">4</a>]
</td>
<td class="bibtexitem">
Enis Berk Çoban, Megan Perra, Dara Pir, and Michael I Mandel.
Edansa-2019: The ecoacoustic dataset from arctic north slope alaska.
In <em>Workshop on the Detection and Classification of Audio Scenes
and Environments</em>, 2022.
[ <a href="pubs_bib.html#CobanEtAl2022">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="CobanEtAl2021">5</a>]
</td>
<td class="bibtexitem">
Enis Berk Çoban, Ali R Syed, Dara Pir, and Michael I Mandel.
Towards large scale ecoacoustic monitoring with small amounts of
labeled data.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, 2021.
[ <a href="pubs_bib.html#CobanEtAl2021">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="NiEtAl2020">6</a>]
</td>
<td class="bibtexitem">
Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shixiong Zhang, Dong Yu, and Michael I
Mandel.
WPD++: an improved neural beamformer for simultaneous speech
separation and dereverberation.
In <em>IEEE Workshop on Spoken Language Technologies</em>, 2020.
[ <a href="pubs_bib.html#NiEtAl2020">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="KavakiAndMandel2020">7</a>]
</td>
<td class="bibtexitem">
Hassan Salami Kavaki and Michael I Mandel.
Identifying important time-frequency locations in continuous speech
utterances.
In <em>Proceedings of Interspeech</em>, pages 1639--1643, 2020.
[ <a href="pubs_bib.html#KavakiAndMandel2020">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2020-2637">DOI</a> |
<a href="https://isca-speech.org/archive/Interspeech_2020/pdfs/2637.pdf">.pdf</a> |
<a href="pubs_abs.html#KavakiAndMandel2020">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="TrinhAndMandel2020">8</a>]
</td>
<td class="bibtexitem">
Viet Anh Trinh and Michael I. Mandel.
Large scale evaluation of importance maps in automatic speech
recognition.
In <em>Proceedings of Interspeech</em>, pages 1166--1170, 2020.
[ <a href="pubs_bib.html#TrinhAndMandel2020">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2020-2883">DOI</a> |
<a href="https://www.isca-speech.org/archive/Interspeech_2020/pdfs/2883.pdf">.pdf</a> |
<a href="pubs_abs.html#TrinhAndMandel2020">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="GhalyAndMandel2020">9</a>]
</td>
<td class="bibtexitem">
Hussein Ghaly and Michael I Mandel.
Using prosody to improve dependency parsing.
In <em>Speech prosody</em>, 2020.
[ <a href="pubs_bib.html#GhalyAndMandel2020">bib</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="CobanEtAl2020">10</a>]
</td>
<td class="bibtexitem">
Enis Berk Çoban, Dara Pir, Richard So, and Michael I Mandel.
Transfer learning from youtube soundtracks to tag arctic ecoacoustic
recordings.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, pages 726--730, 2020.
[ <a href="pubs_bib.html#CobanEtAl2020">bib</a> |
<a href="http://dx.doi.org/10.1109/ICASSP40776.2020.9053338">DOI</a> |
<a href="http://m.mr-pc.org/work/icassp20coban.pdf">.pdf</a> |
<a href="pubs_abs.html#CobanEtAl2020">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="MaitiAndMandel2019c">11</a>]
</td>
<td class="bibtexitem">
Soumi Maiti and Michael I Mandel.
Speaker independence of neural vocoders and their effect on
parametric resynthesis speech enhancement.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, pages 206--210, 2020.
[ <a href="pubs_bib.html#MaitiAndMandel2019c">bib</a> |
<a href="http://dx.doi.org/10.1109/ICASSP40776.2020.9053296">DOI</a> |
<a href="http://arxiv.org/abs/1911.06266">arXiv</a> |
<a href="http://mr-pc.org/work/icassp20/">Demo</a> |
<a href="http://m.mr-pc.org/work/icassp20maitiSlides.pdf">Slides</a> |
<a href="http://m.mr-pc.org/work/icassp20maiti.pdf">.pdf</a> |
<a href="pubs_abs.html#MaitiAndMandel2019c">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="NiAndMandel2019">12</a>]
</td>
<td class="bibtexitem">
Zhaoheng Ni and Michael I Mandel.
Mask-dependent phase estimation for monaural speaker separation.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2020.
[ <a href="pubs_bib.html#NiAndMandel2019">bib</a> |
<a href="http://arxiv.org/abs/1911.02746">arXiv</a> |
<a href="http://m.mr-pc.org/work/icassp20ni.pdf">.pdf</a> |
<a href="pubs_abs.html#NiAndMandel2019">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="MaitiAndMandel2019b">13</a>]
</td>
<td class="bibtexitem">
Soumi Maiti and Michael I Mandel.
Parametric resynthesis with neural vocoders.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, pages 303--307, 2019.
[ <a href="pubs_bib.html#MaitiAndMandel2019b">bib</a> |
<a href="http://dx.doi.org/10.1109/WASPAA.2019.8937165">DOI</a> |
<a href="http://arxiv.org/abs/1906.06762">arXiv</a> |
<a href="http://mr-pc.org/work/waspaa19/">Demo</a> |
<a href="http://m.mr-pc.org/work/waspaa19.pdf">.pdf</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="MaitiAndMandel2019">14</a>]
</td>
<td class="bibtexitem">
Soumi Maiti and Michael I Mandel.
Speech denoising by parametric resynthesis.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, pages 6995--6999, 2019.
[ <a href="pubs_bib.html#MaitiAndMandel2019">bib</a> |
<a href="http://dx.doi.org/10.1109/ICASSP.2019.8683130">DOI</a> |
<a href="http://mr-pc.org/work/icassp19/">Demo</a> |
<a href="http://m.mr-pc.org/work/icassp19poster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/icassp19.pdf">.pdf</a> |
<a href="pubs_abs.html#MaitiAndMandel2019">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="TrinhEtAl2018">15</a>]
</td>
<td class="bibtexitem">
Viet Anh Trinh, Brian McFee, and Michael I Mandel.
Bubble cooperative networks for identifying important speech cues.
In <em>Proceedings of Interspeech</em>, pages 1616--1620, 2018.
[ <a href="pubs_bib.html#TrinhEtAl2018">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2018-2377">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech18trinhPoster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/interspeech18trinh.pdf">.pdf</a> |
<a href="pubs_abs.html#TrinhEtAl2018">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="SyedEtAl2018">16</a>]
</td>
<td class="bibtexitem">
Ali Raza Syed, Viet Anh Trinh, and Michael I. Mandel.
Concatenative resynthesis with improved training signals for speech
enhancement.
In <em>Proceedings of Interspeech</em>, pages 1195--1199, 2018.
[ <a href="pubs_bib.html#SyedEtAl2018">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2018-2439">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech18syedPoster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/interspeech18syed.pdf">.pdf</a> |
<a href="pubs_abs.html#SyedEtAl2018">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="MaitiEtAl2018">17</a>]
</td>
<td class="bibtexitem">
Soumi Maiti, Joey Ching, and Michael I. Mandel.
Large vocabulary concatenative resynthesis.
In <em>Proceedings of Interspeech</em>, pages 1190--1194, 2018.
[ <a href="pubs_bib.html#MaitiEtAl2018">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2018-2383">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech18maitiPoster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/interspeech18maiti.pdf">.pdf</a> |
<a href="pubs_abs.html#MaitiEtAl2018">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="MaitiAndMandel2017">18</a>]
</td>
<td class="bibtexitem">
Soumi Maiti and Michael I Mandel.
Concatenative resynthesis using twin networks.
In <em>Proceedings of Interspeech</em>, pages 3647--3651, 2017.
[ <a href="pubs_bib.html#MaitiAndMandel2017">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2017-1653">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech17.pdf">.pdf</a> |
<a href="pubs_abs.html#MaitiAndMandel2017">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="syed17">19</a>]
</td>
<td class="bibtexitem">
Ali Syed, Andrew Rosenberg, and Michael I Mandel.
Active learning for low-resource speech recognition: Impact of
selection size and language modeling data.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2017.
[ <a href="pubs_bib.html#syed17">bib</a> |
<a href="http://m.mr-pc.org/work/syed17.pdf">.pdf</a> |
<a href="pubs_abs.html#syed17">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="devaney17">20</a>]
</td>
<td class="bibtexitem">
Johanna Devaney and Michael I Mandel.
An evaluation of score-informed methods for estimating fundamental
frequency and power from polyphonic audio.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2017.
[ <a href="pubs_bib.html#devaney17">bib</a> |
<a href="http://m.mr-pc.org/work/devaney17.pdf">.pdf</a> |
<a href="pubs_abs.html#devaney17">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="mandel16b">21</a>]
</td>
<td class="bibtexitem">
Michael I Mandel and Jon P Barker.
Multichannel spatial clustering for robust far-field automatic speech
recognition in mismatched conditions.
In <em>Proceedings of Interspeech</em>, pages 1991--1995, 2016.
[ <a href="pubs_bib.html#mandel16b">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2016-1275">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech16bslides.pdf">Slides</a> |
<a href="http://m.mr-pc.org/work/interspeech16b.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel16b">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="mandel16">22</a>]
</td>
<td class="bibtexitem">
Michael I Mandel.
Directly comparing the listening strategies of humans and machines.
In <em>Proceedings of Interspeech</em>, pages 660--664, 2016.
[ <a href="pubs_bib.html#mandel16">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2016-932">DOI</a> |
<a href="http://m.mr-pc.org/work/interspeech16poster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/interspeech16.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel16">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="erdogan16">23</a>]
</td>
<td class="bibtexitem">
Hakan Erdogan, John Hershey, Shinji Watanabe, Michael I Mandel, and Jonathan Le
Roux.
Improved MVDR beamforming using single-channel mask prediction
networks.
In <em>Proceedings of Interspeech</em>, pages 1981--1985, 2016.
[ <a href="pubs_bib.html#erdogan16">bib</a> |
<a href="http://dx.doi.org/10.21437/Interspeech.2016-552">DOI</a> |
<a href="http://www.isca-speech.org/archive/Interspeech_2016/pdfs/0552.PDF">.PDF</a> |
<a href="pubs_abs.html#erdogan16">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="xiao16">24</a>]
</td>
<td class="bibtexitem">
Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Liang Lu, John Hershey, Michael L
Seltzer, Guoguo Chen, Yu Zhang, Michael Mandel, and Dong Yu.
Deep beamforming networks for multi-channel speech recognition.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, pages 5745--5749. IEEE, mar 2016.
[ <a href="pubs_bib.html#xiao16">bib</a> |
<a href="http://dx.doi.org/10.1109/ICASSP.2016.7472778">DOI</a> |
<a href="http://www.clsp.jhu.edu/~guoguo/papers/icassp2016_deep_beamforming.pdf">.pdf</a> |
<a href="pubs_abs.html#xiao16">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="bagchi15">25</a>]
</td>
<td class="bibtexitem">
Deblin Bagchi, Michael I Mandel, Zhongqiu Wang, Yanzhang He, Andrew Plummer,
and Eric Fosler-Lussier.
Combining spectral feature mapping and multi-channel model-based
source separation for noise-robust automatic speech recognition.
In <em>Proceedings of the IEEE Workshop on Automatic Speech
Recognition and Understanding</em>, pages 496--503, 2015.
[ <a href="pubs_bib.html#bagchi15">bib</a> |
<a href="http://dx.doi.org/10.1109/ASRU.2015.7404836">DOI</a> |
<a href="http://m.mr-pc.org/work/asru15.pdf">.pdf</a> |
<a href="pubs_abs.html#bagchi15">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="tirumala15">26</a>]
</td>
<td class="bibtexitem">
Sreyas Srimath Tirumala and Michael I Mandel.
Exciting estimated clean spectra for speech resynthesis.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, 2015.
[ <a href="pubs_bib.html#tirumala15">bib</a> |
<a href="http://m.mr-pc.org/work/waspaa15bposter.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/waspaa15b.pdf">.pdf</a> |
<a href="pubs_abs.html#tirumala15">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="mandel15d">27</a>]
</td>
<td class="bibtexitem">
Michael I Mandel and Young Suk Cho.
Audio super-resolution using concatenative resynthesis.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, 2015.
[ <a href="pubs_bib.html#mandel15d">bib</a> |
<a href="http://mr-pc.org/work/waspaa15/">Demo</a> |
<a href="http://m.mr-pc.org/work/waspaa15slides.pdf">Slides</a> |
<a href="http://m.mr-pc.org/work/waspaa15.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel15d">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel15c">28</a>]
</td>
<td class="bibtexitem">
Michael I Mandel and Nicoleta Roman.
Enforcing consistency in spectral masks using markov random fields.
In <em>Proceedings of EUSIPCO</em>, pages 2028--2032, 2015.
[ <a href="pubs_bib.html#mandel15c">bib</a> |
<a href="http://m.mr-pc.org/work/eusipco15.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel15c">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="mandel14c">29</a>]
</td>
<td class="bibtexitem">
Michael I Mandel, Young-Suk Cho, and Yuxuan Wang.
Learning a concatenative resynthesis system for noise suppression.
In <em>Proceedings of the IEEE GlobalSIP conference</em>, 2014.
[ <a href="pubs_bib.html#mandel14c">bib</a> |
<a href="http://mr-pc.org/work/globalsip14/">Demo</a> |
<a href="http://m.mr-pc.org/work/globalsip14poster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/globalsip14.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel14c">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="mandel14b">30</a>]
</td>
<td class="bibtexitem">
Michael I Mandel, Sarah E Yoho, and Eric W Healy.
Generalizing time-frequency importance functions across noises,
talkers, and phonemes.
In <em>Proceedings of Interspeech</em>, 2014.
[ <a href="pubs_bib.html#mandel14b">bib</a> |
<a href="http://m.mr-pc.org/work/interspeech14poster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/interspeech14.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel14b">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="mandel14a">31</a>]
</td>
<td class="bibtexitem">
Michael I Mandel and Arun Narayanan.
Analysis-by-synthesis feature estimation for robust automatic speech
recognition using spectral masks.
In <em>Proceedings of the IEEE International Conference on
Acoustics, Speech, and Signal Processing</em>, 2014.
[ <a href="pubs_bib.html#mandel14a">bib</a> |
<a href="http://m.mr-pc.org/work/icassp14poster.pdf">Poster</a> |
<a href="http://m.mr-pc.org/work/icassp14a.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel14a">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="nandi14">32</a>]
</td>
<td class="bibtexitem">
Arnab Nandi, Lilong Jiang, and Michael I Mandel.
Gestural query specification.
In <em>Proceedings of the International Conference on Very Large
Data Bases</em>, volume 7, 2014.
[ <a href="pubs_bib.html#nandi14">bib</a> |
<a href="https://speakerdeck.com/arnabdotorg/gestural-query-specification-querying-without-keyboards">Slides</a> |
<a href="http://www.vldb.org/pvldb/vol7/p289-nandi.pdf">.pdf</a> |
<a href="pubs_abs.html#nandi14">Abstract</a> ]
</td>
</tr>
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<td align="right" class="bibtexnumber">
[<a name="mandel13">33</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel.
Learning an intelligibility map of individual utterances.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, 2013.
[ <a href="pubs_bib.html#mandel13">bib</a> |
<a href="http://m.mr-pc.org/work/waspaa13.pdf">.pdf</a> |
<a href="pubs_abs.html#mandel13">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="roman13">34</a>]
</td>
<td class="bibtexitem">
Nicoleta Roman and Micheal Mandel.
Classification based binaural dereverberation.
In <em>Proceedings of Interspeech</em>, 2013.
[ <a href="pubs_bib.html#roman13">bib</a> |
<a href="pubs_abs.html#roman13">Abstract</a> ]
</td>
</tr>
<tr valign="top">
<td align="right" class="bibtexnumber">
[<a name="devaney12b">35</a>]
</td>
<td class="bibtexitem">
Johanna Devaney, Michael I. Mandel, and Ichiro Fujinaga.
A study of intonation in three-part singing using the automatic music
performance analysis and comparison toolkit (AMPACT).
In <em>Proceedings of the International Society for Music
Information Retrieval conference</em>, 2012.
[ <a href="pubs_bib.html#devaney12b">bib</a> |
<a href="http://ismir2012.ismir.net/event/papers/511-ismir-2012.pdf">.pdf</a> |
<a href="pubs_abs.html#devaney12b">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="devaney11">36</a>]
</td>
<td class="bibtexitem">
Johanna Devaney, Michael I. Mandel, and Ichiro Fujinaga.
Characterizing singing voice fundamental frequency trajectories.
In <em>IEEE Workshop on Applications of Signal Processing to Audio
and Acoustics</em>, pages 73--76, October 2011.
[ <a href="pubs_bib.html#devaney11">bib</a> |
<a href="http://music.mcgill.ca/~devaney/files/devaney11waspaaPoster.pdf">Poster</a> |
<a href="http://www.music.mcgill.ca/~devaney/files/devaney11waspaa.pdf">.pdf</a> |
<a href="pubs_abs.html#devaney11">Abstract</a> ]
</td>
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<td align="right" class="bibtexnumber">
[<a name="mandel10b">37</a>]
</td>
<td class="bibtexitem">
Michael I. Mandel, Douglas Eck, and Yoshua Bengio.
Learning tags that vary within a song.
In <em>Proceedings of the International Society for Music
Information Retrieval conference</em>, pages 399--404, August 2010.