Speech and Source Separation

2009

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. (to appear)

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.

Music Signal Analysis

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

Proc. ICMC-09, Montreal, August 2009, to appear.

Environmental/Marine

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.

R. Weiss and D. Ellis (2008)
Speech separation using speaker-adapted Eigenvoice speech models

Computer Speech and Language, accepted for publication. (18pp)
DOI: 10.1016/j.csl.2008.03.003

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

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

D. Ellis (2008)
An introduction to signal processing for speech

to appear as a chapter in The Handbook of Phonetic Science, 2nd ed., ed. Hardcastle and Laver.

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)

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. 101-106. (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. 86-93. (6pp)

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.)

2000

D. Ellis and J.A. Bilmes (2000)
Using mutual information to design feature combinations

Proc. ICSLP-2000, Beijing, October 2000. (4pp)

J. Barker, M. Cooke and D. Ellis (2000)
Decoding speech in the presence of other sound sources

Proc. ICSLP-2000, Beijing, October 2000. (4pp)

J. Ferreiros-Lopez and D. Ellis (2000)
Using acoustic condition clustering to improve acoustic change detection on Broadcast News

Proc. ICSLP-2000, Beijing, October 2000. (4pp)

D. Ellis (2000)
Improved recognition by combining different features and different systems

Proc. AVIOS-2000, San Jose, May 2000. (7pp)

D. Ellis (2000)
Stream combination before and/or after the acoustic model

Rejected from ICASSP-2000, now an ICSI tech. report. (4pp)

H. Hermansky, D. Ellis and S. Sharma (2000)
Tandem connectionist feature stream extraction for conventional HMM systems

Proc. ICASSP-2000, Istanbul, III-1635-1638. (4pp)
(See also the poster I presented at the conference.)

S. Sharma, D. Ellis, S. Kajarekar, P. Jain and H. Hermansky (2000)
Feature extraction using non-linear transformation for robust speech recognition on the Aurora database

Proc. ICASSP-2000, Istanbul, II-1117-1120. (4pp)

1999

D. Genoud, D. Ellis and N. Morgan (1999)
Combined speech and speaker recognition with speaker-adapted connectionist models

Proc. Auto. Speech Recog. & Understanding Workshop, Keystone. (4pp)

D. Abberley, S. Renals, T. Robinson and D. Ellis (1999)
The THISL SDR system at TREC-8

Proc. Text Retrieval Conference 8, Washington. (6pp)

G. Williams and D. Ellis (1999)
Speech/music discrimination based on posterior probability features

Proc. Eurospeech-99, Budapest. (4 pp)

A. Janin, D. Ellis and N. Morgan (1999)
Multi-stream speech recognition: Ready for prime time?

Proc. Eurospeech-99, Budapest. (4 pp)

D. Ellis and N. Morgan (1999)
Size matters: An empirical study of neural network training for large vocabulary continuous speech recognition

Proc. ICASSP-99, Phoenix. (4 pp)

N. Morgan, D. Ellis, E. Fosler-Lussier, A. Janin and B. Kingsbury (1999)
Reducing errors by increasing the error rate: MLP Acoustic Modeling for Broadcast News Transcription

Presented at the DARPA Broadcast News Transcription and Understanding Workshop, Gaithersburg VA, 1999feb28. (4pp)

G. Cook, J. Christie, D. Ellis, E. Fosler-Lussier, Y. Gotoh, B. Kingsbury, N. Morgan, S. Renals, T. Robinson and G. Williams (1999)
The SPRACH System for the Transcription of Broadcast News

Presented at the DARPA Broadcast News Transcription and Understanding Workshop, Gaithersburg VA, 1999feb28. (4pp)

1998 and before

D. Ellis (1998)
Using knowledge to organize sound: The prediction-driven approach to computational auditory scene analysis, and its application to speech/nonspeech mixtures

Speech Communication special issue on Computational Auditory Scene Analysis, M. Cooke & H. Okuno, eds., vol. 27 no. 3-4, April 1999, pp. 281-298. (11pp)

D. Ellis and D.F Rosenthal (1998)
Mid-level representations for Computational Auditory Scene Analysis

Chapter 17 in Computational auditory scene analysis, D. F. Rosenthal and H. Okuno, eds., Lawrence Erlbaum, pp. 257-272, 1998. (7pp)
(also appeared in Proc. Intl. Joint Conf. on Artif. Intell. Workshop on Computational Auditory Scene Analysis, Montreal, August 1995.)

D. Ellis (1997)
The Weft: A representation for periodic sounds

Proc. Int. Conf. on Acous., Speech & Sig. Proc. ICASSP-97, Munich, vol. 2 pp. 1307-1310, April 1997. (4pp)
(See also the poster I presented at the conference.)

D. Ellis (1997)
Computational Auditory Scene Analysis exploiting Speech-Recognition knowledge

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio, Mohonk, October 1997. (4pp)

D. Ellis (1996)
Prediction-driven computational auditory scene analysis for dense sound mixtures

Proc. ESCA Workshop on the Auditory Basis of Speech Perception, Keele, July 1996. (6pp)

D. Ellis (1996)
Prediction-driven computational auditory scene analysis

Ph.D. thesis, Dept. of Elec. Eng & Comp. Sci., M.I.T., June 1996. (180pp)

D. Ellis (1995)
Underconstrained stochastic representations for top-down computational auditory scene analysis

Proc. IEEE Workshop on Apps. of Sig. Proc. to Acous. and Audio, Mohonk, October 1995. (4pp)

D. Ellis (1995)
Hard problems in computational auditory scene analysis

Posted to the AUDITORY email list, August 1995. (4pp)

D. Ellis (1994)
A computer implementation of psychoacoustic grouping rules

Proc. 12th Intl. Conf. on Pattern Recognition, Jerusalem, October 1994. (9pp)

D. Ellis (1993)
Vowel separation by glottal-pulse synchrony

Presented to the 126th meeting of the Acoustical Society of America, Denver, November 1993. (17pp)

D. Ellis (1993)
Hierarchic models of sound for separation and restoration

Proc. 1993 IEEE Mohonk workshop on Applications of Signal Processing to Acoustics and Audio, October 1993. (4pp)

D. Ellis and B.L. Vercoe (1992)
A perceptual representation of sound for auditory signal separation

Presented to the 123rd meeting of the Acoustical Society of America, Salt Lake City, May 1992. (8pp)

D. Ellis (1992)
A Perceptual Representation of Audio

Master's thesis, EECS dept, MIT, February 1992. (88pp)