Speech and Source Separation

Music Signal Analysis

Environmental/Marine

2014

Z. Chen, B. McFee, D. Ellis (2014)
Speech enhancement by low-rank and convolutive dictionary spectrogram decomposition

Proc. Interspeech,(to appear), Singapore, Sep 2014.

Z. Chen, H. Papadopoulos, D. Ellis (2014)
Content-adaptive speech enhancement by a sparsely-activated dictionary plus low rank decomposition

Proc. HSCMA, Nancy, May 2014.

D. Liang, D. Ellis, M. Hoffman, G. Mysore (2014)
Speech Decoloration Based On The Product-Of-Filters Model

Proc. ICASSP, 2400-2404, Florence, May 2014.
DOI: 10.1109/ICASSP.2014.6854030

Colin Raffel and Brian McFee and Eric J. Humphrey and Justin Salamon and Oriol Nieto and Dawen Liang and Daniel P. W. Ellis (2014)
mir_eval: A Transparent Implementation of Common MIR Metrics

Proc. ISMIR, (to appear), Taipei, Taiwan, Oct 2014.

B. McFee, D. Ellis (2014)
Analyzing Song Structure With Spectral Clustering

Proc. ISMIR, (to appear), Taipei, Taiwan, Oct 2014.

D. Liang, J. Paisley, D. Ellis (2014)
Codebook-based Scalable Music Tagging With Poisson Matrix Factorization

Proc. ISMIR, (to appear), Taipei, Taiwan, Oct 2014.

H. Papadopoulos, D. Ellis (2014)
Music-content-adaptive robust principal component analysis for a semantically consistent separation of foreground and background in music audio signals

Proc. DAFx, (to appear), Erlangen, Sep 2014.

J. Salamon, E. Gomez, D. Ellis, G. Richard (2014)
Melody Extraction from Polyphonic Music Signals

IEEE Signal Processing Magazine, pp.118-134, March 2014.
DOI: 10.1109/MSP.2013.2271648

B. McFee, D. Ellis (2014)
Better Beat Tracking Through Robust Onset Aggregation

Proc. ICASSP, 2154--2158, Florence, May 2014.
DOI: 10.1109/ICASSP.2014.6853980

B. McFee, D. Ellis (2014)
Learning To Segment Songs With Ordinal Linear Discriminant Analysis

Proc. ICASSP, 5197--5201, Florence, May 2014.
DOI: 10.1109/ICASSP.2014.6854594

M. McVicar, D. Ellis, M. Goto (2014)
Leveraging Repetition for Improved Automatic Lyric Transcription in Popular Music

Proc. ICASSP, 3117-3121, Florence, May 2014.
DOI: 10.1109/ICASSP.2014.6854174

C. Raffel, D. Ellis (2014)
Estimating Timing and Channel Distortion Across Related Signals

Proc. ICASSP, 654-658, Florence, May 2014.
DOI: 10.1109/ICASSP.2014.6853677

D. Ellis and H. Satoh and Z. Chen (2014)
Detecting proximity from personal audio recordings

Proc. Interspeech,(to appear), Singapore, Sep 2014.

2013

M. Graciarena, A. Alwan, D. Ellis, H.Franco, L. Ferrer, J. Hansen, A. Janin, B.-S. Lee, Y. Lei, V. Mitra, N. Morgan, S. O. Sadjadi, T.J. Tsai, N. Scheffer, L. N. Tan, B. Williams (2013)
All for One: Feature Combination for Highly Channel-Degraded Speech Activity Detection

Proc. Interspeech, Lyon, August 2013, paper 1338.

Z. Chen and D. Ellis (2013)
Speech Enhancement By Sparse, Low-Rank, And Dictionary Spectrogram Decomposition

Proc. IEEE WASPAA, Mohonk, October 2013.
DOI: 10.1109/WASPAA.2013.6701883

D. Liang, M. Hoffman, D. Ellis (2013)
Beta Process Sparse Nonnegative Matrix Factorization For Music

Proc. ISMIR, 375-380, Curitiba, November 2013 (Best Student Paper award).

D. Silva, H. Papadopoulos, G. Batista, D. Ellis (2013)
A Video Compression-Based Approach To Measure Music Structure Similarity

Proc. ISMIR, 95--100, Curitiba, November 2013.

D. Gillespie and D. Ellis (2013)
Modeling nonlinear circuits with linearized dynamical models via kernel regression

Proc. IEEE WASPAA, Mohonk, October 2013.
DOI: 10.1109/WASPAA.2013.6701830

D. Silva, V. de Souza, G. Batista, E. Keogh, D. Ellis (2013)
Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps

Proc. ICMLA, Miami, December 2013.

C. Cotton and D. Ellis (2013)
Subband Autocorrelation Features for Video Soundtrack Classification

Proc. ICASSP-13, 8663-8666, Vancouver, May 2013.

2012

B.-S. Lee and D. Ellis (2012)
Noise Robust Pitch Tracking by Subband Autocorrelation Classification

Proc. Interspeech-12, Portland, September 2012, paper P3b.05.

J. McDermott, D. Ellis, H. Kawahara (2012)
Inharmonic Speech: A Tool for the Study of Speech Perception and Separation

Proc. SAPA-SCALE 2012, Portland, September 2012, 114-117.

T. Bertin-Mahieux and D. Ellis (2012)
Large-Scale Cover Song Recognition Using the 2D Fourier Transform Magnitude

Proc. ISMIR-12, Porto, October 2012, 241-246.

B. McFee, T. Bertin-Mahieux, D. Ellis, and G. Lanckriet (2012)
The Million Song Dataset Challenge

Proc. WWW-2012 AdMIRe Workshop, Lyon, April 2012, 909-916.

K. Su, M. Naaman, A. Gurjar, M. Patel, and D. Ellis (2012)
Making a Scene: Alignment of Complete Sets of Clips based on Pairwise Audio Match

Proc. ICMR-12, Hong Kong, June 2012, 26-33.

2011

R. Weiss, M. Mandel, and D. Ellis (2011)
Combining localization cues and source model constraints for binaural source separation

Speech Communication, vol. 53 no. 5, pp. 606-621, May 2011.
DOI: 10.1016/j.specom.2011.01.003

J. Devaney, M. Mandel, D. Ellis, I. Fujinaga (2011)
Automatically extracting performance data from recordings of trained singers

Psychomusicology: Music, Mind & Brain 21(1-2), pp. 108-136, 2011.

T. Bertin-Mahieux, D. Ellis, B. Whitman, and P. Lamere (2011)
The Million Song Dataset

Proc. ISMIR, pp. 591-596, Miami, October 2011.

D. Ellis, B. Whitman, and A. Porter (2011)
Echoprint - An Open Music Identification Service

Proc. ISMIR, late-breaking session, Miami, October 2011.

T. Bertin-Mahieux and D. Ellis (2011)
Large-Scale Cover Song Recognition Using Hashed Chroma Landmarks

Proc. IEEE WASPAA, pp. 117-120, Mohonk, October 2011.

G. Grindlay and D. Ellis (2011)
Transcribing Multi-instrument Polyphonic Music with Hierarchical Eigeninstruments

IEEE J. Sel. Topics in Sig. Process., vol. 5 no. 6, pp. 1159-1169, October 2011.
DOI: 10.1109/JSTSP.2011.2162395.

M. Mueller, D. Ellis, A. Klapuri, and G. Richard (2011)
Signal Processing for Music Analysis

IEEE J. Sel. Topics in Sig. Process., vol. 5 no. 6, pp. 1088-1110, October 2011.
DOI: 10.1109/JSTSP.2011.2112333.

M. Mueller, D. Ellis, A. Klapuri, G. Richard, and S. Sagayama (2011)
Introduction to the Special Issue on Music Signal Processing

IEEE J. Sel. Topics in Sig. Process., vol. 5 no. 6, pp. 1085-1087, October 2011.
DOI: 10.1109/JSTSP.2011.2165109.

T. Bertin-Mahieux, G. Grindlay, R. Weiss, and D. Ellis (2011)
Evaluating music sequence models through missing data

Proc. IEEE ICASSP, pp. 177-180, Prague, May 2011.

C. Cotton and D. Ellis (2011)
Spectral vs. Spectro-Temporal Features for Acoustic Event Detection

Proc. IEEE WASPAA, pp. 69-72, Mohonk, October 2011.

C. Cotton, D. Ellis , and A. Loui (2011)
Soundtrack classification by transient events

Proc. IEEE ICASSP, pp. 473-476, Prague, May 2011.

D. Ellis, X. Zheng, and J. McDermott (2011)
Classifying soundtracks with audio texture features

Proc. IEEE ICASSP, pp. 5880-5883, Prague, May 2011.

C. Vezyrtzis, A. Klein, D. Ellis, Y. Tsividis (2011)
Direct Processing of MPEG Audio Using Companding and BFP Techniques

Proc. IEEE ICASSP, pp. 361-364, Prague, May 2011.

Y.-G. Jiang, G. Ye, S.-F. Chang, D. Ellis, and A. C. Loui (2011)
Consumer Video Understanding: A Benchmark Database and An Evaluation of Human and Machine Performance

Proc. ACM ICMR, article #29, Trento, Apr 2011.

2010

M. Mandel, S. Bressler, B. Shinn-Cunningham, and D. Ellis (2010)
Evaluating Source Separation Algorithms With Reverberant Speech

IEEE Tr. Audio, Speech, and Lang. Proc., vol. 18 no. 7, pp. 1872-1883, September 2010.
DOI: 10.1109/TASL.2010.2052252

M. Mandel, R. Weiss, and D. Ellis (2010)
Model-Based Expectation-Maximization Source Separation and Localization

IEEE Tr. Audio, Speech, and Lang. Proc., vol. 18 no. 2, pp. 382-394, February 2010.
DOI: 10.1109/TASL.2009.2029711

R. Weiss and D. Ellis (2010)
Speech separation using speaker-adapted eigenvoice speech models

Computer Speech and Language, vol. 24 no. 1 pp. 16-29, Jan 2010.
DOI: 10.1016/j.csl.2008.03.003

D. Ellis (2010)
An introduction to signal processing for speech

chapter 22 in The Handbook of Phonetic Science, 2nd ed., ed. Hardcastle, Laver, and Gibbon. pp. 757-780, Blackwell.

G. Grindlay and D. Ellis (2010)
A Probabilistic Subspace Model for Multi-Instrument Polyphonic Transcription

Proc. ISMIR, pp. 21-26, Utrecht, August 2010.

T. Bertin-Mahieux, R. Weiss, and D. Ellis (2010)
Clustering beat-chroma patterns in a large music database

Proc. ISMIR, pp. 111-116, Utrecht, August 2010.

D. Ellis, B. Whitman, T. Jehan, and P. Lamere (2010)
The Echo Nest Musical Fingerprint

ISMIR Late Breaking Abstracts, Utrecht, August 2010.

D. Ellis and A. Weller (2010)
The 2010 LabROSA chord recognition system

MIREX 2010 system abstracts, August 2010.

S. Ravuri and D. Ellis (2010)
Cover Song Detection: From High Scores to General Classification

Proc. IEEE ICASSP, pp. 65-68, Dallas, March 2010.

K. Lee and D. Ellis (2010)
Audio-Based Semantic Concept Classification for Consumer Video

IEEE Tr. Audio, Speech and Lang. Proc. vol. 18 no. 6 pp. 1406-1416, Aug. 2010.
DOI: 10.1109/TASL.2009.2034776

C. Cotton and D. Ellis (2010)
Audio Fingerprinting to Identify Multiple Videos of an Event

Proc. IEEE ICASSP, pp. 2386-2389, Dallas, March 2010.

K. Lee, D. Ellis, and A. Loui (2010)
Detecting Local Semantic Concepts in Environmental Sounds using Markov Model based Clustering

Proc. IEEE ICASSP, pp. 2278-2281, Dallas, March 2010.

2009

M. Mandel and D. Ellis (2009)
The Ideal Interaural Parameter Mask: A Bound on Binaural Separation Systems

Proc. WASPAA-09, Mohonk NY, October 2009, pp. 85-88.

J. Gudnason, M. Thomas, P. Naylor, and D. Ellis (2009)
Voice Source Waveform Analysis and Synthesis using Principal Component Analysis and Gaussian Mixture Modelling

Proc. Interspeech-09, Brighton, September 2009, pp. 108--111.

J. B. Boldt and D. Ellis (2009)
A Simple Correlation-Based Model of Intelligibility for Nonlinear Speech Enhancement and Separation

Proc. EUSIPCO'09, Glasgow, August 2009, pp. 1849--1853.

R. Weiss and D. Ellis (2009)
A Variational EM Algorithm for Learning Eigenvoice Parameters in Mixed Signals

Proc. ICASSP-09, pp. 113-116, Taiwan, April 2009.

A. Weller, D. Ellis, and T. Jebara (2009)
Structured Prediction Models for Chord Transcription of Music Audio

Proc. ICMLA, Miami Beach FL, December 2009, pp. 590-595.

C. Smit and D. Ellis (2009)
Guided Harmonic Sinusoid Estimation in a Multi-Pitch Environment

Proc. WASPAA-09, Mohonk NY, October 2009, pp. 41-44.

G. Grindlay and D. Ellis (2009)
Multi-Voice Polyphonic Music Transcription Using Eigeninstruments

Proc. WASPAA-09, Mohonk NY, October 2009, pp. 53-56.

J. Devaney, M. Mandel, and D. Ellis (2009)
Improving Midi-Audio Alignment with Acoustic Features

Proc. WASPAA-09, Mohonk NY, October 2009, pp. 45-48.

J. H. Jensen, M. G. Christensen, D. P. W. Ellis, and S. H. Jensen (2009)
Quantitative analysis of a common audio similarity measure

IEEE Tr. Audio, Speech, Lang. Proc., vol. 17 no. 4 pp. 693-703, May 2009.

J. Devaney and D. Ellis (2009)
Handling Asynchrony in Audio-Score Alignment

Proc. ICMC-09, Montreal, pp. 29-32, August 2009.

C. Cotton and D. Ellis (2009)
Finding Similar Acoustic Events using Matching Pursuit and Locality-Sensitive Hashing

Proc. WASPAA-09, Mohonk NY, October 2009, pp. 125-128.

W. Jiang, C. Cotton, S.-F. Chang, D. Ellis, and A. Loui (2009)
Short-Term Audio-Visual Atoms for Generic Video Concept Classification

Proc. ACM MultiMedia-09, Beijing, October 2009, pp. 5-14.

2008

R. Weiss, M. Mandel, D. Ellis (2008)
Source Separation Based on Binaural Cues and Source Model Constraints

Proc. Interspeech-08, pp. 419-422, Brisbane, Australia, September 2008.

K. Hu, P. Divenyi, D. Ellis, Z. Jin, B. Shinn-Cunningham, D. Wang (2008)
Preliminary Intelligibility Tests of a Monaural Speech Segregation System

Proc. SAPA-08, pp. 11-16, Brisbane, Australia, September 2008.

A. Lammert, D. Ellis, P. Divenyi (2008)
Data-driven articulatory inversion incorporating articulator priors

Proc. SAPA-08, pp. 29-34, Brisbane, Australia, September 2008.

S. Ravuri and D. Ellis (2008)
Stylization of Pitch with Syllable-Based Linear Segments

Proc. ICASSP-08, pp. 3985-3988, Las Vegas, April 2008.

M. Mandel and D. Ellis (2008)
Multiple-Instance Learning For Music Information Retrieval

Proc. ISMIR 2008, pp. 577-582, Philadelphia, September 2008.

J. Devaney and D. Ellis (2008)
An Empirical Approach to Studying Intonation Tendencies in Polyphonic Vocal Performances

J. Interdisc. Music Studies, vol. 2 no. 1-2, Spring/Fall 2008, pp. 141-156. (16pp)

M. Mandel and D. Ellis (2008)
A Web-based Game for Collecting Music Metadata

J. New Music Research, vol. 37 no. 2, pp. 151-165, 2008.

D. Ellis, C. Cotton, and M. Mandel (2008)
Cross-Correlation of Beat-Synchronous Representations for Music Similarity

Proc. ICASSP-08, pp. 57-60, Las Vegas, April 2008.
(See also the talk slides.)

J. H. Jensen, M. G. Christensen, D. Ellis, and S. H. Jensen (2008)
A Tempo-Insensitive Distance Measure for Cover Song Identification based on Chroma Features

Proc. ICASSP-08, pp. 2209-2212, Las Vegas, April 2008.

M. Slaney, D. Ellis, M. Sandler, M. Goto, M Goodwin (2008)
Introduction to the Special Issue on Music Information Retrieval

IEEE Tr. Audio, Speech, Lang. Proc. vol. 16 no.2, pp. 253-254, Feb 2008.

K. Lee and D. Ellis (2008)
Detecting Music in Ambient Audio by Long-Window Autocorrelation

Proc. ICASSP-08, pp. 9-12, Las Vegas, April 2008.

2007

M. Mandel and D. Ellis (2007)
EM localization and separation using interaural level and phase cues

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio WASPAA-07, pp. 275-278, Mohonk NY, October 2007.

R. Weiss and D. Ellis (2007)
Monaural speech separation using source-adapted models

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio WASPAA-07, pp. 114-117, Mohonk NY, October 2007.

M. Athineos and D. Ellis (2007)
Autoregressive Modeling of Temporal Envelopes

IEEE Tr. Signal Processing, vol. 15 no. 11, pp. 5237-5245, Nov 2007.

P. Scanlon, D. Ellis, R. Reilly (2007)
Using Broad Phonetic Group Experts for Improved Speech Recognition

IEEE Tr. Audio, Speech, Lang. Proc., vol. 15 no. 3, pp. 803-812, March 2007.

C. Smit and D. Ellis (2007)
Solo voice detection via optimal cancelation

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio WASPAA-07, pp. 207-210, Mohonk NY, October 2007.

G. Poliner and D. Ellis (2007)
Improving generalization for polyphonic piano transcription

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio WASPAA-07, pp. 86-89, Mohonk NY, October 2007.

D. Ellis (2007)
Classifying Music Audio with Timbral and Chroma Features

Proc. ISMIR-07, pp. 339-340, Vienna, Austria, October 2007.
(See also the poster I presented at ISMIR-07.)

M. Mandel and D. Ellis (2007)
A Web-Based Game for Collecting Music Metadata

Proc. Int. Conf. on Music Info. Retrieval ISMIR-07, pp. 365-366, Vienna, Austria, October 2007.
(See also the 6 page tech. report.)

J. H. Jensen, D. Ellis, M. G. Christensen, S. H. Jensen (2007)
Evaluation Distance Measures Between Gaussian Mixture Models of MFCCs

Proc. Int. Conf. on Music Info. Retrieval ISMIR-07, pp. 107-108, Vienna, Austria, October 2007.

D. Ellis and C. Cotton (2007)
The 2007 LabROSA Cover Song Detection System

MIREX 2007 Audio Cover Song Evaluation system description, Sep 2007. (4pp)
(See also the poster I presented at ISMIR-07.)

D. Ellis (2007)
Beat Tracking by Dynamic Programming

J. New Music Research, Special Issue on Beat and Tempo Extraction, vol. 36 no. 1, March 2007, pp. 51-60. (10pp)
DOI: 10.1080/09298210701653344

D. Ellis and G. Poliner (2007)
Identifying Cover Songs With Chroma Features and Dynamic Programming Beat Tracking

Proc. ICASSP-07 Hawai'i, pp. IV-1429-1432.

G. Poliner, D. Ellis, A. Ehmann, E. Gómez, S. Streich, B. Ong (2007)
Melody Transcription from Music Audio: Approaches and Evaluation

IEEE Tr. Audio, Speech, Lang. Proc., vol. 14 no. 4, May 2007, pp. 1247-1256.

G. Poliner and D. Ellis (2007)
A Discriminative Model for Polyphonic Piano Transcription

Eurasip Journal of Advances in Signal Processing, special issue on Music Signal Processing, 2007 (2007), Article ID 48317. (9pp)
DOI: 10.1155/2007/48317

S.-F. Chang, D. Ellis, W. Jiang, K. Lee, A. Yanagawa, A. Loui, J. Luo (2007)
Large-scale multimodal semantic concept detection for consumer video

Multimedia Information Retrieval workshop, ACM Multimedia Augsburg, Germany, Sep 2007, pp. 255-264.
DOI: 10.1145/1290082.1290118

J. Ogle and D. Ellis (2007)
Fingerprinting to Identify Repeated Sound Events in Long-Duration Personal Audio Recordings

Proc. ICASSP-07 Hawai'i, pp.I-233-236. (4pp)

A. Doherty, A. Smeaton, K.-S. Lee, and D. Ellis (2007)
Multimodal Segmentation of Lifelog Data

Proc. 8th Int. Conf. on Computer-Assisted Information Retrieval RIAO 2007, Pittsburgh, May 2007. (18pp)

2006

M. Mandel, D. Ellis, and T. Jebara (2006)
An EM algorithm for localizing multiple sound sources in reverberant environments

Advances Neural Info. Proc. Sys. 19, Vancouver CA, Dec 2006, pp. 953-960. (8pp)

D. Ellis (2006)
Model-Based Scene Analysis

Chapter 4 of Computational Auditory Scene Analysis: Principles, Algorithms, and Applications, D. Wang & G. Brown, eds., Wiley/IEEE Press, pp. 115-146, 2006. (46pp)

M. Mandel and D. Ellis (2006)
A probability model for interaural phase difference

Proc. Workshop on Statistical and Perceptual Audition SAPA-06, pp. 1-6, Pittsburgh PA, Oct 2006. (6pp)

R. Weiss and D. Ellis (2006)
Estimating single-channel source separation masks: Relevance Vector Machine classifiers vs. pitch-based masking

Proc. Workshop on Statistical and Perceptual Audition SAPA-06, pp. 31-36, Pittsburgh PA, Oct 2006. (6pp)

D. Ellis and R. Weiss (2006)
Model-Based Monaural Source Separation Using a Vector-Quantized Phase-Vocoder Representation

Proc. ICASSP-06, Toulouse, May 2006, pp. V-957-960. (4pp)

D. Ellis (2006)
Modeling the auditory component of speech

Chapter 24 of Listening to speech: An auditory perspective, S. Greenberg & W. Ainsworth, eds., Lawrence Erlbaum, pp.393-307, 2006. (13pp)

D. Ellis, B. Raj, J. Brown, M. Slaney, P. Smaragdis (2006)
Editorial - Special Section on Statistical and Perceptual Audio Processing

IEEE Tr. Audio, Speech and Lang. Proc., vol 14 no 1, pp. 2-4, Jan. 2006. (3pp)

D. Ellis (2006)
Extracting Information from Music Audio

Communications of the ACM invited paper, special issue on Music Information Retrieval, vol. 49, no. 8, pp.32-37, August 2006. (6pp)

D. Ellis and G. Poliner (2006)
Classification-Based Melody Transcription

Machine Learning, special issue on Machine Learning In and For Music, vol. 65, no. 2-3, pp. 439-456, Dec 2006. (18pp)
DOI: 10.1007/s10994-006-8373-9

M. Mandel, G. Poliner, D. Ellis (2006)
Support Vector Machine Active Learning for Music Retrieval

Multimedia Systems, special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, pp. 3-13, Aug 2006. (10pp)
DOI: 100.1007/s00530-006-0032-2

D. Ellis (2006)
Identifying `Cover Songs' with Beat-Synchronous Chroma Features

MIREX 2006 Audio Cover Song Contest system description, Sep 2006. (4pp)

D. Ellis (2006)
Beat Tracking with Dynamic Programming

MIREX 2006 Audio Beat Tracking Contest system description, Sep 2006. (3pp)

K. Lee and D. Ellis (2006)
Voice Activity Detection in Personal Audio Recordings Using Autocorrelogram Compensation

Interspeech ICSLP-06, pp. 1970-1973, Pittsburgh, Oct 2006. (4pp)

D. Ellis and K. Lee (2006)
Accessing minimal-impact personal audio archives

IEEE MultiMedia, vol. 13 no. 4, Oct-Dec 2006, pp. 30-38. (9pp)

X. Halkias and D. Ellis (2006)
Call detection and extraction using Bayesian inference

Applied Acoustics, special issue on Marine Mammal Detection, vol. 67, no. 11-12, Nov-Dec. 2006, pp. 1164-1174 (11pp).

X. Halkias and D. Ellis (2006)
Estimating the Number of Marine Mammals using Recordings of Clicks from One Microphone

Proc. ICASSP-06, Toulouse, May 2006, pp. V-769-772. (4pp).

2005

N. Morgan, Q. Zhu, A. Stolcke, K. Sonmez, S. Sivadas, T. Shinozaki, M. Ostendorf, P. Jain, H. Hermansky, D. Ellis, G. Doddington, B. Chen, O. Cetin, H. Bourlard, and M. Athineos (2005)
Pushing the Envelope -- Aside

IEEE Signal Processing Magazine 22(5), pp. 81-88, Sep. 2005. (8pp)

C.-P. Chen, J. Bilmes, D. Ellis (2005)
Speech Feature Smoothing for Robust ASR

Proc. ICASSP-05, Philadelphia, March 2005, pp. I-525-528. (4pp)

M. Reyes-Gomez, N. Jojic, and D. Ellis (2005)
Deformable Spectrograms

AI & Statistics 2005, Barbados, Jan. 2005, pp. 285-292. (8pp)

J. Barker, M. Cooke, D. Ellis (2005)
Decoding speech in the presence of other sources

Speech Communication, 45(1), Jan. 2005, pp. 5-25. (26pp)

G. Poliner, D. Ellis (2005)
A Classification Approach to Melody Transcription

Proc. Int. Conf. on Music Info. Retrieval ISMIR-05, London, September 2005, pp.161-166. (6pp)

M. Mandel, D. Ellis (2005)
Song-Level Features and Support Vector Machines for Music Classification

Proc. Int. Conf. on Music Info. Retrieval ISMIR-05, London, September 2005, pp.594-599. (6pp)

K. Dobson, B. Whitman, D. Ellis (2005)
Learning Auditory Models of Machine Voices

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio WASPAA-05, Mohonk NY, October 2005, pp. 339-342. (4pp)

N. Lesser, D. Ellis (2005)
Clap Detection and Discrimination for Rhythm Therapy

Proc. ICASSP-05, Philadelphia, March 2005, pp. III-37-40. (4pp)
(See also the talk slides which describe an energy ratio feature that does much better than the ones described in the paper.)

2004

M. Athineos, H. Hermansky and D. Ellis (2004)
LP-TRAP: Linear predictive temporal patterns

International Conference on Spoken Language Processing ICSLP-04, Jeju, Korea, Oct 2004, pp. 949-952. (4pp)

M. Athineos, H. Hermansky and D. Ellis (2004)
PLP^2: Autoregressive modeling of auditory-like 2-D spectro-temporal patterns

ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing SAPA-04, Jeju, Korea, Oct 2004, pp. 37-42. (5pp)

M. Reyes-Gomez, N. Jojic, and D. Ellis (2004)
Towards single-channel unsupervised source separation of speech mixtures: The layered harmonics/formants separation-tracking model

ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing SAPA-04, Jeju, Korea, Oct 2004, pp. 25-30. (6pp)

D. Ellis and J. Liu (2004)
Speaker turn segmentation based on between-channel differences

NIST Meeting Recognition Workshop @ ICASSP, pp. 112-117, Montreal, May 2004. (6pp)

L. Kennedy and D. Ellis (2004)
Laughter Detection in Meetings

NIST Meeting Recognition Workshop @ ICASSP, pp. 118-121, Montreal, May 2004. (4pp)

M.J. Reyes-Gomez, D. Ellis, N. Jojic (2004)
Multiband Audio Modeling for Single Channel Acoustic Source Separation

Proc. ICASSP-04, pp. V-641-644, Montreal, May 2004. (4pp)

M.J. Reyes-Gomez, N. Jojic, D. Ellis (2004)
Detailed graphical models for source separation and missing data interpolation in audio

Snowbird Learning Workshop, Snowbird, 2004. (2pp)

D. Ellis (2004)
Evaluating Speech Separation Systems

Chapter 20 in Speech Separation by Humans and Machines, ed. P. Divenyi, Kluwer, pp. 295-304. (12 pp)

M. Cooke and D. Ellis (2004)
Introduction to the special issue on the recognition and organization of real-world sound

Speech Communication, 43(4), Sep. 2004, pp. 273-274. (2pp)
doi: 10.1016/j.specom.2004.05.001.

D. Ellis and J. Arroyo (2004)
Eigenrhythms: Drum pattern basis sets for classification and generation

International Symposium on Music Information Retrieval ISMIR-04, Barcelona, Oct 2004, pp. 554-559. (6pp)
(longer tech report version with color figures)

B. Whitman and D. Ellis (2004)
Automatic Record Reviews

International Symposium on Music Information Retrieval ISMIR-04, Barcelona, Oct 2004, pp. 470-477. (8pp)

A. Berenzweig, B. Logan, D. Ellis, B. Whitman (2004)
A large-scale evaluation of acoustic and subjective music-similarity measures

Computer Music Journal, 28(2), pp. 63-76, June 2004. (14pp)

D. Ellis and K.S. Lee (2004)
Minimal-Impact Audio-Based Personal Archives

First ACM workshop on Continuous Archiving and Recording of Personal Experiences CARPE-04, New York, Oct 2004, pp. 39-47. (9pp)

D. Ellis and K.S. Lee (2004)
Features for Segmenting and Classifying Long-Duration Recordings of Personal Audio

ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing SAPA-04, Jeju, Korea, Oct 2004, pp. 1-6. (6pp)

2003

L. Kennedy and D. Ellis (2003)
Pitch-based emphasis detection for characterization of meeting recordings

Automatic Speech Recognition and Understanding Workshop IEEE ASRU 2003, pp. 243-248, St. Thomas, December 2003. (6pp)

M. Athineos and D. Ellis (2003)
Frequency-domain linear prediction for temporal features

Automatic Speech Recognition and Understanding Workshop IEEE ASRU 2003, pp. 261-266, St. Thomas, December 2003. (6pp)

M.J. Reyes-Gomez, B. Raj, D. Ellis (2003)
Multi-channel Source Separation by Beamforming Trained with Factorial HMMs

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio, pp. 13-16, Mohonk NY, October 2003. (4pp)

P. Scanlon, D. Ellis, R. Reilly (2003)
Using Mutual Information to design class-specific phone recognizers

Proc. Eurospeech-03, Geneva, September 2003, pp. 857-860. (4pp)

S. Renals and D. Ellis (2003)
Audio Information Access from Meeting Rooms

Proc. ICASSP-03, Hong Kong, April 2003, pp. IV-744--747. (4pp)

M.J. Reyes-Gomez, B. Raj, D. Ellis (2003)
Multi-channel Source Separation by Factorial HMMs

Proc. ICASSP-03, Hong Kong, April 2003, pp. I-664--667. (4pp)

A. Janin, D. Baron, J. Edwards, D. Ellis, D. Gelbart, N. Morgan, B. Peskin, T. Pfau, E. Shriberg, A. Stolcke, C. Wooters (2003)
The ICSI Meeting Corpus

Proc. ICASSP-03, Hong Kong, April 2003. pp. I-364--367. (4pp)

A. Sheh and D. Ellis (2003)
Chord Segmentation and Recognition using EM-Trained Hidden Markov Models

4th International Symposium on Music Information Retrieval ISMIR-03, pp. 185-191, Baltimore, October 2003. (7pp)

R. Turetsky and D. Ellis (2003)
Ground-Truth Transcriptions of Real Music from Force-Aligned MIDI Syntheses

4th International Symposium on Music Information Retrieval ISMIR-03, pp. 135-141, Baltimore, October 2003. (7pp)

A. Berenzweig, B. Logan, D. Ellis, B. Whitman (2003)
A large-scale evaluation of acoustic and subjective music similarity measures

4th International Symposium on Music Information Retrieval ISMIR-03, pp. 103-109, Baltimore, October 2003. (7pp)

B. Logan, D. Ellis, A. Berenzweig (2003)
Toward evaluation techniques for music similarity

Keynote address, Workshop on the Evaluation of Music Information Retrieval (MIR) Systems at SIGIR 2003, Toronto, August 2003. (5pp)

A. Berenzweig, D. Ellis & S. Lawrence (2003)
Anchor Space for Classification and Similarity Measurement of Music

Proc. ICME-03, Baltimore, July 2003, pp. I-29--32. (4pp)

M.J. Reyes-Gomez and D. Ellis (2003)
Selection, Parameter Estimation, and Discriminative Training of Hidden Markov Models for General Audio Modeling

Proc. ICME-03, Baltimore, July 2003, pp. I-73--76. (4pp)

M. Athineos and D. Ellis (2003)
Sound Texture Modelling with Linear Prediction in both Time and Frequency Domains

Proc. ICASSP-03, Hong Kong, April 2003, pp. V-648--651. (4pp)

2002

A.J. Robinson, G.D. Cook, D. Ellis, E. Fosler-Lussier, S.J. Renals, D.A.G. Williams (2002)
Connectionist speech recognition of Broadcast News

Speech Communication, vol. 37 no. 1-2, May 2002, pp. 27-45. (19pp)

M.J. Reyes-Gomez and D. Ellis (2002)
Error visualization for tandem acoustic modeling on the Aurora task

ICASSP-02 (student session), Orlando, May 2002. (4pp)

D. Ellis, B. Whitman, A. Berenzweig, S. Lawrence (2002)
The Quest for Ground Truth in Musical Artist Similarity

Proc. ISMIR-02, pp. 170-177, Paris, October 2002. (8pp)

A. Berenzweig, D. Ellis, S. Lawrence (2002)
Using Voice Segments to Improve Artist Classification of Music

Proc. AES-22 Intl. Conf. on Virt., Synth., and Ent. Audio. Espoo, Finland, June 2002. (8pp)

2001

T. Pfau, D. Ellis, A. Stolcke (2001)
Multispeaker Speech Activity Detection for the ICSI Meeting Recorder

Proc. ASRU-01, Italy, December 2001. (4pp)

J. Barker, M. Cooke, D. Ellis (2001)
Integrating bottom-up and top-down constraints to achieve robust ASR: The multisource decoder

Presented at the CRAC workshop, pp. 63-66, Aalborg, Denmark, September 2001. (4pp)

D. Ellis and M.J. Reyes Gomez (2001)
Investigations into Tandem Acoustic Modeling for the Aurora Task

Proc. Eurospeech-01, Special Event on Noise Robust Recognition, pp. 189-192, Denmark, September 2001. (4pp)
(See also the poster I presented at the conference.)

M. Cooke and D. Ellis (2001)
The auditory organization of speech and other sources in listeners and computational models

Speech Communication, vol. 35 no. 3-4, Oct. 2001, pp. 141-177. (37pp)

D. Ellis, R. Singh, S. Sivadas (2001)
Tandem acoustic modeling in large-vocabulary recognition

Proc. ICASSP-2001, pp. I-517-520, Salt Lake City, May 2001. (4pp)
(See also the poster I presented at the conference.)

N. Morgan, D. Baron, J. Edwards, D. Ellis, D. Gelbart, A. Janin, T. Pfau, E. Shriberg, A. Stolcke (2001)
The Meeting Project at ICSI

Human Language Technologies Conference, San Diego, March 2001, pp. 246-252. (7pp)

A.L. Berenzweig and D. Ellis (2001)
Locating Singing Voice Segments within Music Signals

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio, pp. 119-122, Mohonk NY, October 2001. (4pp)

D. Ellis (2001)
Detecting Alarm Sounds

Presented at the CRAC workshop, pp. 59-62, Aalborg, Denmark, September 2001. (4pp)
(See also the poster I presented at the workshop.)