| 2023 | ICASSP | Dataset Balancing Can Hurt Model Performance. | R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal |
| 2021 | ICASSP | The Benefit of Temporally-Strong Labels in Audio Event Classification. | Shawn Hershey, Daniel P. W. Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R. Channing Moore, Manoj Plakal |
| 2021 | ICASSP | What's all the Fuss about Free Universal Sound Separation Data? | Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey |
| 2020 | ICASSP | Large-Scale Weakly-Supervised Content Embeddings for Music Recommendation and Tagging. | Qingqing Huang, Aren Jansen, Li Zhang, Daniel P. W. Ellis, Rif A. Saurous, John R. Anderson |
| 2020 | ICASSP | Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision. | Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous |
| 2020 | ICASSP | Improving Universal Sound Separation Using Sound Classification. | Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis |
| 2019 | ICASSP | Learning Sound Event Classifiers from Web Audio with Noisy Labels. | Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra |
| 2018 | ICASSP | Unsupervised Learning of Semantic Audio Representations. | Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous |
| 2018 | Interspeech | AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies. | Sourish Chaudhuri, Joseph Roth, Daniel P. W. Ellis, Andrew C. Gallagher, Liat Kaver, Radhika Marvin, Caroline Pantofaru, Nathan Reale, Loretta Guarino Reid, Kevin W. Wilson, Zhonghua Xi |
| 2017 | ICASSP | Audio Set: An ontology and human-labeled dataset for audio events. | Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, Marvin Ritter |
| 2017 | ICASSP | CNN architectures for large-scale audio classification. | Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson |
| 2017 | ICASSP | Large-scale audio event discovery in one million YouTube videos. | Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman |
| 2016 | ICASSP | Optimizing DTW-based audio-to-MIDI alignment and matching. | Colin Raffel, Daniel P. W. Ellis |
| 2016 | ICASSP | Pruning subsequence search with attention-based embedding. | Colin Raffel, Daniel P. W. Ellis |
| 2015 | ICASSP | Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. | Jonathan Le Roux, Emmanuel Vincent, John R. Hershey, Daniel P. W. Ellis |
| 2014 | DAFX | Music-Content-Adaptive Robust Principal Component Analysis for a Semantically Consistent Separation of Foreground and Background in Music Audio Signals. | Hlne Papadopoulos, Daniel P. W. Ellis |
| 2014 | ICASSP | Speech decoloration based on the product-of-filters model. | Dawen Liang, Daniel P. W. Ellis, Matthew D. Hoffman, Gautham J. Mysore |
| 2014 | ICASSP | Better beat tracking through robust onset aggregation. | Brian McFee, Daniel P. W. Ellis |
| 2014 | ICASSP | Learning to segment songs with ordinal linear discriminant analysis. | Brian McFee, Daniel P. W. Ellis |
| 2014 | ICASSP | Leveraging repetition for improved automatic lyric transcription in popular music. | Matt McVicar, Daniel P. W. Ellis, Masataka Goto |
| 2014 | ICASSP | Estimating timing and channel distortion across related signals. | Colin Raffel, Daniel P. W. Ellis |
| 2014 | Interspeech | Speech enhancement by low-rank and convolutive dictionary spectrogram decomposition. | Zhuo Chen, Brian McFee, Daniel P. W. Ellis |
| 2014 | Interspeech | Detecting proximity from personal audio recordings. | Daniel P. W. Ellis, Hiroyuki Satoh, Zhuo Chen |
| 2013 | ICASSP | Subband autocorrelation features for video soundtrack classification. | Courtenay V. Cotton, Daniel P. W. Ellis |
| 2013 | ICMLA | Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps. | Diego Furtado Silva, Vincius M. A. de Souza, Gustavo E. A. P. A. Batista, Eamonn J. Keogh, Daniel P. W. Ellis |
| 2012 | Interspeech | Noise Robust Pitch Tracking by Subband Autocorrelation Classification. | Byung Suk Lee, Daniel P. W. Ellis |
| 2012 | Interspeech | Inharmonic speech: a tool for the study of speech perception and separation. | Josh H. McDermott, Daniel P. W. Ellis, Hideki Kawahara |
| 2012 | WWW | The million song dataset challenge. | Brian McFee, Thierry Bertin-Mahieux, Daniel P. W. Ellis, Gert R. G. Lanckriet |
| 2011 | ICASSP | Evaluating music sequence models through missing data. | Thierry Bertin-Mahieux, Graham Grindlay, Ron J. Weiss, Daniel P. W. Ellis |
| 2011 | ICASSP | Soundtrack classification by transient events. | Courtenay V. Cotton, Daniel P. W. Ellis, Alexander C. Loui |
| 2011 | ICASSP | Classifying soundtracks with audio texture features. | Daniel P. W. Ellis, Xiaohong Zeng, Josh H. McDermott |
| 2011 | Interspeech | Dialect and Accent Recognition Using Phonetic-Segmentation Supervectors. | Fadi Biadsy, Julia Hirschberg, Daniel P. W. Ellis |
| 2010 | ICASSP | Audio fingerprinting to identify multiple videos of an event. | Courtenay V. Cotton, Daniel P. W. Ellis |
| 2010 | ICASSP | Detecting local semantic concepts in environmental sounds using Markov model based clustering. | Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui |
| 2010 | ICASSP | Cover song detection: From high scores to general classification. | Suman V. Ravuri, Daniel P. W. Ellis |
| 2009 | ICASSP | A variational EM algorithm for learning eigenvoice parameters in mixed signals. | Ron J. Weiss, Daniel P. W. Ellis |
| 2009 | ICMLA | Structured Prediction Models for Chord Transcription of Music Audio. | Adrian Weller, Daniel P. W. Ellis, Tony Jebara |
| 2009 | Interspeech | Voice source waveform analysis and synthesis using principal component analysis and Gaussian mixture modelling. | Jn Gunason, Mark R. P. Thomas, Patrick A. Naylor, Daniel P. W. Ellis |
| 2008 | ICASSP | Cross-correlation of beat-synchronous representations for music similarity. | Daniel P. W. Ellis, Courtenay V. Cotton, Michael I. Mandel |
| 2008 | ICASSP | A tempo-insensitive distance measure for cover song identification based on chroma features. | Jesper Hjvang Jensen, Mads Grsbll Christensen, Daniel P. W. Ellis, Sren Holdt Jensen |
| 2008 | ICASSP | Detecting music in ambient audio by long-window autocorrelation. | Keansub Lee, Daniel P. W. Ellis |
| 2008 | ICASSP | Stylization of pitch with syllable-based linear segments. | Suman V. Ravuri, Daniel P. W. Ellis |
| 2008 | Interspeech | Preliminary intelligibility tests of a monaural speech segregation system. | Ke Hu, Pierre L. Divenyi, Daniel P. W. Ellis, Zhaozhang Jin, Barbara G. Shinn-Cunningham, DeLiang Wang |
| 2008 | Interspeech | Data-driven articulatory inversion incorporating articulator priors. | Adam C. Lammert, Daniel P. W. Ellis, Pierre L. Divenyi |
| 2008 | Interspeech | Source separation based on binaural cues and source model constraints. | Ron J. Weiss, Michael I. Mandel, Daniel P. W. Ellis |
| 2007 | ICASSP | Identifying 'Cover Songs' with Chroma Features and Dynamic Programming Beat Tracking. | Daniel P. W. Ellis, Graham E. Poliner |
| 2007 | ICASSP | Fingerprinting to Identify Repeated Sound Events in Long-Duration Personal Audio Recordings. | James P. Ogle, Daniel P. W. Ellis |
| 2006 | ICASSP | Model-Based Monaural Source Separation Using a Vector-Quantized Phase-Vocoder Representation. | Daniel P. W. Ellis, Ron J. Weiss |
| 2006 | ICASSP | Estimating the Number of Marine Mammals Using Recordings of Clicks from One Microphone. | Xanadu Halkias, Daniel P. W. Ellis |
| 2006 | Interspeech | Voice activity detection in personal audio recordings using autocorrelogram compensation. | Keansub Lee, Daniel P. W. Ellis |
| 2006 | Interspeech | A probability model for interaural phase difference. | Michael I. Mandel, Daniel P. W. Ellis |
| 2006 | Interspeech | Estimating single-channel source separation masks: relevance vector machine classifiers vs. pitch-based masking. | Ron J. Weiss, Daniel P. W. Ellis |
| 2005 | AISTATS | Deformable Spectrograms. | Manuel Reyes-Gomez, Nebojsa Jojic, Daniel P. W. Ellis |
| 2005 | ICASSP | Speech Feature Smoothing for Robust ASR. | Chia-Ping Chen, Jeff A. Bilmes, Daniel P. W. Ellis |
| 2005 | ICASSP | Clap detection and discrimination for rhythm therapy. | Nathan Lesser, Daniel P. W. Ellis |
| 2004 | ICASSP | Multiband audio modeling for single-channel acoustic source separation. | Manuel J. Reyes Gomez, Daniel P. W. Ellis, Nebojsa Jojic |
| 2004 | Interspeech | LP-TRAP: linear predictive temporal patterns. | Marios Athineos, Hynek Hermansky, Daniel P. W. Ellis |
| 2004 | Interspeech | PLP-squared: autoregressive modeling of auditory-like 2-d spectro-temporal patterns. | Marios Athineos, Hynek Hermansky, Daniel P. W. Ellis |
| 2004 | Interspeech | Features for segmenting and classifying long-duration recordings of "personal" audio. | Daniel P. W. Ellis, Keansub Lee |
| 2004 | Interspeech | Towards single-channel unsupervised source separation of speech mixtures: the layered harmonics/formants separation-tracking model. | Manuel Reyes-Gomez, Nebojsa Jojic, Daniel P. W. Ellis |
| 2003 | ICASSP | Sound texture modelling with linear prediction in both time and frequency domains. | Marios Athineos, Daniel P. W. Ellis |
| 2003 | Interspeech | Using mutual information to design class-specific phone recognizers. | Patricia Scanlon, Daniel P. W. Ellis, Richard B. Reilly |
| 2002 | ICASSP | Error visualization for tandem acoustic modeling on the Aurora task. | Manuel J. Reyes Gomez, Daniel P. W. Ellis |
| 2001 | ICASSP | Tandem acoustic modeling in large-vocabulary recognition. | Daniel P. W. Ellis, Rita Singh, Sunil Sivadas |
| 2001 | Interspeech | Investigations into tandem acoustic modeling for the Aurora task. | Daniel P. W. Ellis, Manuel J. Reyes Gomez |
| 2001 | NAACL | The Meeting Project at ICSI. | Nelson Morgan, Don Baron, Jane Edwards, Daniel P. W. Ellis, David Gelbart, Adam Janin, Thilo Pfau, Elizabeth Shriberg, Andreas Stolcke |
| 2000 | ICASSP | Tandem connectionist feature extraction for conventional HMM systems. | Hynek Hermansky, Daniel P. W. Ellis, Sangita Sharma |
| 2000 | Interspeech | Decoding speech in the presence of other sound sources. | Jon Barker, Martin Cooke, Daniel P. W. Ellis |
| 2000 | Interspeech | Using mutual information to design feature combinations. | Daniel P. W. Ellis, Jeff A. Bilmes |
| 2000 | Interspeech | Using acoustic condition clustering to improve acoustic change detection on broadcast news. | Javier Ferreiros Lpez, Daniel P. W. Ellis |
| 1999 | Interspeech | Speech/music discrimination based on posterior probability features. | Gethin Williams, Daniel P. W. Ellis |
| 1994 | ICPR | A computer implementation of psychoacoustic grouping rules. | Daniel P. W. Ellis |