Modeling Physical Capabilities of Humanoid Agents Using Motion Capture Dat. - Gita Sukthankar; Michael I. Mandel; Katia Sycara-Cyranski; Jessica K. Hodgins (AAMAS, 2004)

Visual Hand Tracking Using Nonparametric Belief Propagation. - Erik B. Sudderth; Michael I. Mandel; William T. Freeman; Alan S. Willsky (CVPR Workshops, 2004)

Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. - Erik B. Sudderth; Michael I. Mandel; William T. Freeman; Alan S. Willsky (NIPS, 2004)

Song-Level Features and Support Vector Machines for Music Classification. - Michael I. Mandel; Dan Ellis (ISMIR, 2005)

A probability model for interaural phase difference. - Michael I. Mandel; Daniel P. W. Ellis (SAPA@INTERSPEECH, 2006)

An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments. - Michael I. Mandel; Daniel P. W. Ellis; Tony Jebara (NIPS, 2006)

Support vector machine active learning for music retrieval. - Michael I. Mandel; Graham E. Poliner; Daniel P. W. Ellis (Multim. Syst., 2006)

A Web-Based Game for Collecting Music Metadata. - Michael I. Mandel; Daniel P. W. Ellis (ISMIR, 2007)

Cross-correlation of beat-synchronous representations for music similarity. - Daniel P. W. Ellis; Courtenay V. Cotton; Michael I. Mandel (ICASSP, 2008)

Source separation based on binaural cues and source model constraints. - Ron J. Weiss; Michael I. Mandel; Daniel P. W. Ellis (INTERSPEECH, 2008)

Multiple-Instance Learning for Music Information Retrieval. - Michael I. Mandel; Daniel P. W. Ellis (ISMIR, 2008)

Active Learning for Interactive Multimedia Retrieval. - Thomas S. Huang; Charlie K. Dagli; Shyamsundar Rajaram; Edward Y. Chang; Michael I. Mandel; Graham E. Poliner; Daniel P. W. Ellis (Proc. IEEE, 2008)

Evaluation of Algorithms Using Games: The Case of Music Tagging. - Edith Law; Kris West; Michael I. Mandel; Mert Bay; J. Stephen Downie (ISMIR, 2009)

Improving MIDI-audio alignment with acoustic features. - Johanna Devaney; Michael I. Mandel; Daniel P. W. Ellis (WASPAA, 2009)

The Ideal Interaural Parameter Mask: A bound on binaural separation systems. - Michael I. Mandel; Daniel P. W. Ellis (WASPAA, 2009)

Scalable Genre and Tag Prediction with Spectral Covariance. - James Bergstra; Michael I. Mandel; Douglas Eck (ISMIR, 2010)

Learning Tags that Vary Within a Song. - Michael I. Mandel; Douglas Eck; Yoshua Bengio (ISMIR, 2010)

Evaluating Source Separation Algorithms With Reverberant Speech. - Michael I. Mandel; Scott Bressler; Barbara G. Shinn-Cunningham; Daniel P. W. Ellis (IEEE Trans. Speech Audio Process., 2010)

Model-Based Expectation-Maximization Source Separation and Localization. - Michael I. Mandel; Ron J. Weiss; Daniel P. W. Ellis (IEEE Trans. Speech Audio Process., 2010)

Characterizing singing voice fundamental frequency trajectories. - Johanna Devaney; Michael I. Mandel; Ichiro Fujinaga (WASPAA, 2011)

Autotagging music with conditional restricted Boltzmann machines - Michael I. Mandel; Razvan Pascanu; Hugo Larochelle; Yoshua Bengio (CoRR, 2011)

Combining localization cues and source model constraints for binaural source separation. - Ron J. Weiss; Michael I. Mandel; Daniel P. W. Ellis (Speech Commun., 2011)

Contextual tag inference. - Michael I. Mandel; Razvan Pascanu; Douglas Eck; Yoshua Bengio; Luca Maria Aiello; Rossano Schifanella; Filippo Menczer (ACM Trans. Multim. Comput. Commun. Appl., 2011)

A Study of Intonation in Three-Part Singing using the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT). - Johanna Devaney; Michael I. Mandel; Ichiro Fujinaga (ISMIR, 2012)

Learning Algorithms for the Classification Restricted Boltzmann Machine. - Hugo Larochelle; Michael I. Mandel; Razvan Pascanu; Yoshua Bengio (J. Mach. Learn. Res., 2012)

The interactive join: recognizing gestures for database queries. - Arnab Nandi 001; Michael I. Mandel (CHI Extended Abstracts, 2013)

Classification based binaural dereverberation. - Nicoleta Roman; Michael I. Mandel (INTERSPEECH, 2013)

Learning an intelligibility map of individual utterances. - Michael I. Mandel (WASPAA, 2013)

GestureQuery: A Multitouch Database Query Interface. - Lilong Jiang; Michael I. Mandel; Arnab Nandi 001 (Proc. VLDB Endow., 2013)

Gestural Query Specification. - Arnab Nandi 001; Lilong Jiang; Michael I. Mandel (Proc. VLDB Endow., 2013)

Learning a concatenative resynthesis system for noise suppression. - Michael I. Mandel; Young Suk Cho; Yuxuan Wang (GlobalSIP, 2014)

Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks. - Michael I. Mandel; Arun Narayanan (ICASSP, 2014)

Generalizing time-frequency importance functions across noises, talkers, and phonemes. - Michael I. Mandel; Sarah E. Yoho; Eric W. Healy (INTERSPEECH, 2014)

Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition. - Deblin Bagchi; Michael I. Mandel; Zhongqiu Wang 001; Yanzhang He; Andrew R. Plummer; Eric Fosler-Lussier (ASRU, 2015)

Enforcing consistency in spectral masks using Markov random fields. - Michael I. Mandel; Nicoleta Roman (EUSIPCO, 2015)

Audio super-resolution using concatenative resynthesis. - Michael I. Mandel; Young Suk Cho (WASPAA, 2015)

Exciting estimated clean spectra for speech resynthesis. - Sreyas Srimath Tirumala; Michael I. Mandel (WASPAA, 2015)

Deep beamforming networks for multi-channel speech recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Michael I. Mandel; Dong Yu 001 (ICASSP, 2016)

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Michael I. Mandel; Jonathan Le Roux (INTERSPEECH, 2016)

Directly Comparing the Listening Strategies of Humans and Machines. - Michael I. Mandel (INTERSPEECH, 2016)

Multichannel Spatial Clustering for Robust Far-Field Automatic Speech Recognition in Mismatched Conditions. - Michael I. Mandel; Jon Barker (INTERSPEECH, 2016)

Multichannel Spatial Clustering Using Model-Based Source Separation. - Michael I. Mandel; Jon P. Barker (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Michael I. Mandel; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Dong Yu 001 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Confused or not Confused?: Disentangling Brain Activity from EEG Data Using Bidirectional LSTM Recurrent Neural Networks. - Zhaoheng Ni; Ahmet Cem Yuksel; Xiuyan Ni; Michael I. Mandel; Lei Xie 006 (BCB, 2017)

Analyzing Human and Machine Performance In Resolving Ambiguous Spoken Sentences. - Hussein Ghaly; Michael I. Mandel (SCNLP@EMNLP 2017, 2017)

An evaluation of score-informed methods for estimating fundamental frequency and power from polyphonic audio. - Johanna Devaney; Michael I. Mandel (ICASSP, 2017)

Active learning for low-resource speech recognition: Impact of selection size and language modeling data. - Ali Raza Syed; Andrew Rosenberg; Michael I. Mandel (ICASSP, 2017)

Concatenative Resynthesis Using Twin Networks. - Soumi Maiti; Michael I. Mandel (INTERSPEECH, 2017)

Large Vocabulary Concatenative Resynthesis. - Soumi Maiti; Joey Ching; Michael I. Mandel (INTERSPEECH, 2018)

Concatenative Resynthesis with Improved Training Signals for Speech Enhancement. - Ali Raza Syed; Viet Anh Trinh; Michael I. Mandel (INTERSPEECH, 2018)

Bubble Cooperative Networks for Identifying Important Speech Cues. - Viet Anh Trinh; Brian McFee; Michael I. Mandel (INTERSPEECH, 2018)

Unusable Spoken Response Detection with BLSTM Neural Networks. - Zhaoheng Ni; Rutuja Ubale; Yao Qian; Michael I. Mandel; Su-Youn Yoon; Abhinav Misra; David Suendermann-Oeft (ISCSLP, 2018)

Speech Denoising by Parametric Resynthesis. - Soumi Maiti; Michael I. Mandel (ICASSP, 2019)

Parametric Resynthesis With Neural Vocoders. - Soumi Maiti; Michael I. Mandel (WASPAA, 2019)

Onssen: an open-source speech separation and enhancement library. - Zhaoheng Ni; Michael I. Mandel (CoRR, 2019)

Transfer Learning from Youtube Soundtracks to Tag Arctic Ecoacoustic Recordings. - Enis Berk Çoban; Dara Pir; Richard So; Michael I. Mandel (ICASSP, 2020)

Speaker Independence of Neural Vocoders and Their Effect on Parametric Resynthesis Speech Enhancement. - Soumi Maiti; Michael I. Mandel (ICASSP, 2020)

Mask-Dependent Phase Estimation for Monaural Speaker Separation. - Zhaoheng Ni; Michael I. Mandel (ICASSP, 2020)

Identifying Important Time-Frequency Locations in Continuous Speech Utterances. - Hassan Salami Kavaki; Michael I. Mandel (INTERSPEECH, 2020)

Large Scale Evaluation of Importance Maps in Automatic Speech Recognition. - Viet Anh Trinh; Michael I. Mandel (INTERSPEECH, 2020)

CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings. - Shinji Watanabe 001; Michael I. Mandel; Jon Barker; Emmanuel Vincent 001 (CoRR, 2020)

Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks. - Félix Grèzes; Zhaoheng Ni; Viet Anh Trinh; Michael I. Mandel (CoRR, 2020)

Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks. - Zhaoheng Ni; Félix Grèzes; Viet Anh Trinh; Michael I. Mandel (CoRR, 2020)

Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement. - Félix Grèzes; Zhaoheng Ni; Viet Anh Trinh; Michael I. Mandel (CoRR, 2020)

WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. - Zhaoheng Ni; Yong Xu 004; Meng Yu 003; Bo Wu 011; Shi-Xiong Zhang 001; Dong Yu 001; Michael I. Mandel (SLT, 2021)

Towards Large Scale Ecoacoustic Monitoring with Small Amounts of Labeled Data. - Enis Berk Çoban; Ali Raza Syed; Dara Pir; Michael I. Mandel (WASPAA, 2021)

Directly Comparing the Listening Strategies of Humans and Machines. - Viet Anh Trinh; Michael I. Mandel (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

EDANSA-2019: The Ecoacoustic Dataset from Arctic North Slope Alaska. - Enis Berk Çoban; Megan Perra; Dara Pir; Michael I. Mandel (DCASE, 2022)

Importantaug: A Data Augmentation Agent for Speech. - Viet Anh Trinh; Hassan Salami Kavaki; Michael I. Mandel (ICASSP, 2022)

Estimating Shapley Values of Training Utterances for Automatic Speech Recognition Models. - Ali Raza Syed; Michael I. Mandel (ICASSP, 2023)

Towards High Resolution Weather Monitoring With Sound Data. - Enis Berk Çoban; Megan Perra; Michael I. Mandel (ICASSP, 2024)

emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography. - Viswanath Sivakumar; Jeffrey Seely; Alan Du; Sean R. Bittner; Adam Berenzweig; Anuoluwapo Bolarinwa; Alexandre Gramfort; Michael I. Mandel (NeurIPS, 2024)

What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models. - Enis Berk Çoban; Michael I. Mandel; Johanna Devaney (CoRR, 2024)

Data-Centric Methods for Environmental Sound Classification With Limited Labels. - Ali Raza Syed; Enis Berk Çoban; Dara Pir; Michael I. Mandel (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Audio Sparse-Transformer for Speech Classification. - Hassan Salami Kavaki; Michael I. Mandel (ICASSP, 2025)