Michael I. Mandel

86 papers A* 1A 13C 1Misc 13Journal 27Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM. CoRR Jiawei Liu, Enis Berk Çoban, Zarina Schevchenko, Hao Tang, Zhigang Zhu, Michael I. Mandel, Johanna Devaney
2025	Misc	`conf`	Audio Sparse-Transformer for Speech Classification. ICASSP Hassan Salami Kavaki, Michael I. Mandel
2024	J	`jnl`	Data-Centric Methods for Environmental Sound Classification With Limited Labels. IEEE ACM Trans. Audio Speech Lang. Process. Ali Raza Syed, Enis Berk Çoban, Dara Pir, Michael I. Mandel
2024	Misc	`conf`	Towards High Resolution Weather Monitoring With Sound Data. ICASSP Enis Berk Çoban, Megan Perra, Michael I. Mandel
2024	J	`jnl`	What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models. CoRR Enis Berk Çoban, Michael I. Mandel, Johanna Devaney
2024	A*	`conf`	emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography. NeurIPS Viswanath Sivakumar, Jeffrey Seely, Alan Du, Sean R. Bittner, Adam Berenzweig, Anuoluwapo Bolarinwa, Alexandre Gramfort, Michael I. Mandel
2024	J	`jnl`	emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography. CoRR Viswanath Sivakumar, Jeffrey Seely, Alan Du, Sean R. Bittner, Adam Berenzweig, Anuoluwapo Bolarinwa, Alexandre Gramfort, Michael I. Mandel
2023	Misc	`conf`	Estimating Shapley Values of Training Utterances for Automatic Speech Recognition Models. ICASSP Ali Raza Syed, Michael I. Mandel
2023	J	`jnl`	Towards High Resolution Weather Monitoring with Sound Data. CoRR Enis Berk Çoban, Megan Perra, Michael I. Mandel
2022	—	`conf`	EDANSA-2019: The Ecoacoustic Dataset from Arctic North Slope Alaska. DCASE Enis Berk Çoban, Megan Perra, Dara Pir, Michael I. Mandel
2022	Misc	`conf`	Importantaug: A Data Augmentation Agent for Speech. ICASSP Viet Anh Trinh, Hassan Salami Kavaki, Michael I. Mandel
2021	J	`jnl`	Directly Comparing the Listening Strategies of Humans and Machines. IEEE ACM Trans. Audio Speech Lang. Process. Viet Anh Trinh, Michael I. Mandel
2021	J	`jnl`	ImportantAug: a data augmentation agent for speech. CoRR Viet Anh Trinh, Hassan Salami Kavaki, Michael I. Mandel
2021	—	`conf`	Towards Large Scale Ecoacoustic Monitoring with Small Amounts of Labeled Data. WASPAA Enis Berk Çoban, Ali Raza Syed, Dara Pir, Michael I. Mandel
2021	—	`conf`	WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. SLT Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
2020	J	`jnl`	CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings. CoRR Shinji Watanabe, Michael I. Mandel, Jon Barker, Emmanuel Vincent
2020	J	`jnl`	Combining Spatial Clustering with LSTM Speech Models for Multichannel Speech Enhancement. CoRR Félix Grèzes, Zhaoheng Ni, Viet Anh Trinh, Michael I. Mandel
2020	J	`jnl`	Enhancement of Spatial Clustering-Based Time-Frequency Masks using LSTM Neural Networks. CoRR Félix Grèzes, Zhaoheng Ni, Viet Anh Trinh, Michael I. Mandel
2020	A	`conf`	Identifying Important Time-Frequency Locations in Continuous Speech Utterances. INTERSPEECH Hassan Salami Kavaki, Michael I. Mandel
2020	J	`jnl`	Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks. CoRR Zhaoheng Ni, Félix Grèzes, Viet Anh Trinh, Michael I. Mandel
2020	A	`conf`	Large Scale Evaluation of Importance Maps in Automatic Speech Recognition. INTERSPEECH Viet Anh Trinh, Michael I. Mandel
2020	J	`jnl`	Large scale evaluation of importance maps in automatic speech recognition. CoRR Viet Anh Trinh, Michael I. Mandel
2020	Misc	`conf`	Mask-Dependent Phase Estimation for Monaural Speaker Separation. ICASSP Zhaoheng Ni, Michael I. Mandel
2020	Misc	`conf`	Speaker Independence of Neural Vocoders and Their Effect on Parametric Resynthesis Speech Enhancement. ICASSP Soumi Maiti, Michael I. Mandel
2020	Misc	`conf`	Transfer Learning from Youtube Soundtracks to Tag Arctic Ecoacoustic Recordings. ICASSP Enis Berk Çoban, Dara Pir, Richard So, Michael I. Mandel
2020	J	`jnl`	WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. CoRR Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
2019	J	`jnl`	Onssen: an open-source speech separation and enhancement library. CoRR Zhaoheng Ni, Michael I. Mandel
2019	—	`conf`	Parametric Resynthesis With Neural Vocoders. WASPAA Soumi Maiti, Michael I. Mandel
2019	J	`jnl`	Parametric Resynthesis with neural vocoders. CoRR Soumi Maiti, Michael I. Mandel
2019	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), New York University, NY, USA, October 2019 DCASE Michael I. Mandel, Justin Salamon, Daniel P. W. Ellis
2019	J	`jnl`	Speaker independence of neural vocoders and their effect on parametric resynthesis speech enhancement. CoRR Soumi Maiti, Michael I. Mandel
2019	Misc	`conf`	Speech Denoising by Parametric Resynthesis. ICASSP Soumi Maiti, Michael I. Mandel
2019	J	`jnl`	Speech denoising by parametric resynthesis. CoRR Soumi Maiti, Michael I. Mandel
2018	A	`conf`	Bubble Cooperative Networks for Identifying Important Speech Cues. INTERSPEECH Viet Anh Trinh, Brian McFee, Michael I. Mandel
2018	A	`conf`	Concatenative Resynthesis with Improved Training Signals for Speech Enhancement. INTERSPEECH Ali Raza Syed, Viet Anh Trinh, Michael I. Mandel
2018	A	`conf`	Large Vocabulary Concatenative Resynthesis. INTERSPEECH Soumi Maiti, Joey Ching, Michael I. Mandel
2018	—	`conf`	Unusable Spoken Response Detection with BLSTM Neural Networks. ISCSLP Zhaoheng Ni, Rutuja Ubale, Yao Qian, Michael I. Mandel, Su-Youn Yoon, Abhinav Misra, David Suendermann-Oeft
2017	Misc	`conf`	Active learning for low-resource speech recognition: Impact of selection size and language modeling data. ICASSP Ali Raza Syed, Andrew Rosenberg, Michael I. Mandel
2017	Misc	`conf`	An evaluation of score-informed methods for estimating fundamental frequency and power from polyphonic audio. ICASSP Johanna Devaney, Michael I. Mandel
2017	—	`conf`	Analyzing Human and Machine Performance In Resolving Ambiguous Spoken Sentences. SCNLP@EMNLP 2017 Hussein Ghaly, Michael I. Mandel
2017	A	`conf`	Concatenative Resynthesis Using Twin Networks. INTERSPEECH Soumi Maiti, Michael I. Mandel
2017	—	`conf`	Confused or not Confused?: Disentangling Brain Activity from EEG Data Using Bidirectional LSTM Recurrent Neural Networks. BCB Zhaoheng Ni, Ahmet Cem Yuksel, Xiuyan Ni, Michael I. Mandel, Lei Xie
2017	—	`ch.`	Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Michael I. Mandel, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Dong Yu
2017	—	`ch.`	Multichannel Spatial Clustering Using Model-Based Source Separation. New Era for Robust Speech Recognition, Exploiting Deep Learning Michael I. Mandel, Jon P. Barker
2016	Misc	`conf`	Deep beamforming networks for multi-channel speech recognition. ICASSP Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Michael I. Mandel, Dong Yu
2016	A	`conf`	Directly Comparing the Listening Strategies of Humans and Machines. INTERSPEECH Michael I. Mandel
2016	A	`conf`	Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. INTERSPEECH Hakan Erdogan, John R. Hershey, Shinji Watanabe, Michael I. Mandel, Jonathan Le Roux
2016	A	`conf`	Multichannel Spatial Clustering for Robust Far-Field Automatic Speech Recognition in Mismatched Conditions. INTERSPEECH Michael I. Mandel, Jon Barker
2016	—	`ed.`	Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016 ISMIR Michael I. Mandel, Johanna Devaney, Douglas Turnbull, George Tzanetakis
2015	—	`conf`	Audio super-resolution using concatenative resynthesis. WASPAA Michael I. Mandel, Young Suk Cho
2015	C	`conf`	Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition. ASRU Deblin Bagchi, Michael I. Mandel, Zhongqiu Wang, Yanzhang He, Andrew R. Plummer, Eric Fosler-Lussier
2015	—	`conf`	Enforcing consistency in spectral masks using Markov random fields. EUSIPCO Michael I. Mandel, Nicoleta Roman
2015	—	`conf`	Exciting estimated clean spectra for speech resynthesis. WASPAA Sreyas Srimath Tirumala, Michael I. Mandel
2014	Misc	`conf`	Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks. ICASSP Michael I. Mandel, Arun Narayanan
2014	A	`conf`	Generalizing time-frequency importance functions across noises, talkers, and phonemes. INTERSPEECH Michael I. Mandel, Sarah E. Yoho, Eric W. Healy
2014	—	`conf`	Learning a concatenative resynthesis system for noise suppression. GlobalSIP Michael I. Mandel, Young Suk Cho, Yuxuan Wang
2013	A	`conf`	Classification based binaural dereverberation. INTERSPEECH Nicoleta Roman, Michael I. Mandel
2013	J	`jnl`	Gestural Query Specification. Proc. VLDB Endow. Arnab Nandi, Lilong Jiang, Michael I. Mandel
2013	J	`jnl`	GestureQuery: A Multitouch Database Query Interface. Proc. VLDB Endow. Lilong Jiang, Michael I. Mandel, Arnab Nandi
2013	—	`conf`	Learning an intelligibility map of individual utterances. WASPAA Michael I. Mandel
2013	—	`conf`	The interactive join: recognizing gestures for database queries. CHI Extended Abstracts Arnab Nandi, Michael I. Mandel
2012	—	`conf`	A Study of Intonation in Three-Part Singing using the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT). ISMIR Johanna Devaney, Michael I. Mandel, Ichiro Fujinaga
2012	J	`jnl`	Learning Algorithms for the Classification Restricted Boltzmann Machine. J. Mach. Learn. Res. Hugo Larochelle, Michael I. Mandel, Razvan Pascanu, Yoshua Bengio
2011	J	`jnl`	Autotagging music with conditional restricted Boltzmann machines CoRR Michael I. Mandel, Razvan Pascanu, Hugo Larochelle, Yoshua Bengio
2011	—	`conf`	Characterizing singing voice fundamental frequency trajectories. WASPAA Johanna Devaney, Michael I. Mandel, Ichiro Fujinaga
2011	J	`jnl`	Combining localization cues and source model constraints for binaural source separation. Speech Commun. Ron J. Weiss, Michael I. Mandel, Daniel P. W. Ellis
2011	J	`jnl`	Contextual tag inference. ACM Trans. Multim. Comput. Commun. Appl. Michael I. Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio, Luca Maria Aiello, Rossano Schifanella, Filippo Menczer
2010	J	`jnl`	Evaluating Source Separation Algorithms With Reverberant Speech. IEEE Trans. Speech Audio Process. Michael I. Mandel, Scott Bressler, Barbara G. Shinn-Cunningham, Daniel P. W. Ellis
2010	—	`conf`	Learning Tags that Vary Within a Song. ISMIR Michael I. Mandel, Douglas Eck, Yoshua Bengio
2010	J	`jnl`	Model-Based Expectation-Maximization Source Separation and Localization. IEEE Trans. Speech Audio Process. Michael I. Mandel, Ron J. Weiss, Daniel P. W. Ellis
2010	—	`conf`	Scalable Genre and Tag Prediction with Spectral Covariance. ISMIR James Bergstra, Michael I. Mandel, Douglas Eck
2009	—	`conf`	Evaluation of Algorithms Using Games: The Case of Music Tagging. ISMIR Edith Law, Kris West, Michael I. Mandel, Mert Bay, J. Stephen Downie
2009	—	`conf`	Improving MIDI-audio alignment with acoustic features. WASPAA Johanna Devaney, Michael I. Mandel, Daniel P. W. Ellis
2009	—	`conf`	The Ideal Interaural Parameter Mask: A bound on binaural separation systems. WASPAA Michael I. Mandel, Daniel P. W. Ellis
2008	J	`jnl`	Active Learning for Interactive Multimedia Retrieval. Proc. IEEE Thomas S. Huang, Charlie K. Dagli, Shyamsundar Rajaram, Edward Y. Chang, Michael I. Mandel, Graham E. Poliner, Daniel P. W. Ellis
2008	Misc	`conf`	Cross-correlation of beat-synchronous representations for music similarity. ICASSP Daniel P. W. Ellis, Courtenay V. Cotton, Michael I. Mandel
2008	—	`conf`	Multiple-Instance Learning for Music Information Retrieval. ISMIR Michael I. Mandel, Daniel P. W. Ellis
2008	A	`conf`	Source separation based on binaural cues and source model constraints. INTERSPEECH Ron J. Weiss, Michael I. Mandel, Daniel P. W. Ellis
2007	—	`conf`	A Web-Based Game for Collecting Music Metadata. ISMIR Michael I. Mandel, Daniel P. W. Ellis
2006	—	`conf`	A probability model for interaural phase difference. SAPA@INTERSPEECH Michael I. Mandel, Daniel P. W. Ellis
2006	—	`conf`	An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments. NIPS Michael I. Mandel, Daniel P. W. Ellis, Tony Jebara
2006	J	`jnl`	Support vector machine active learning for music retrieval. Multim. Syst. Michael I. Mandel, Graham E. Poliner, Daniel P. W. Ellis
2005	—	`conf`	Song-Level Features and Support Vector Machines for Music Classification. ISMIR Michael I. Mandel, Dan Ellis
2004	—	`conf`	Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. NIPS Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky
2004	A	`conf`	Modeling Physical Capabilities of Humanoid Agents Using Motion Capture Dat. AAMAS Gita Sukthankar, Michael I. Mandel, Katia Sycara-Cyranski, Jessica K. Hodgins
2004	—	`conf`	Visual Hand Tracking Using Nonparametric Belief Propagation. CVPR Workshops Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky