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  • 2012

    Following musical sources by example

    Smaragdis, P. & Mysore, G. J., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 5373-5376 4 p. 6289135. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Noise-robust dynamic time warping using PLCA features

    King, B., Smaragdis, P. & Mysore, G. J., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1973-1976 4 p. 6288293. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Online PLCA for real-time semi-supervised source separation

    Duan, Z., Mysore, G. J. & Smaragdis, P., 2012, Latent Variable Analysis and Signal Separation - 10th International Conference, LVA/ICA 2012, Proceedings. p. 34-41 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7191 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Optimal cost function and magnitude power for NMF-based speech separation and music interpolation

    King, B., Fevotte, C. & Smaragdis, P., 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349726. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Second fiddle is important too: Pitch tracking individual voices in polyphonic music

    Bay, M., Ehmann, A. F., Beauchamp, J. W., Smaragdis, P. & Downie, J. S., Dec 1 2012, Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012. p. 319-324 6 p. (Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Singing-voice separation from monaural recordings using robust principal component analysis

    Huang, P. S., Chen, S. D., Smaragdis, P. & Hasegawa-Johnson, M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 57-60 4 p. 6287816. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sound recognition in mixtures

    Nam, J., Mysore, G. J. & Smaragdis, P., Feb 27 2012, Latent Variable Analysis and Signal Separation - 10th International Conference, LVA/ICA 2012, Proceedings. p. 405-413 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7191 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Speech enhancement by online non-negative spectrogram decomposition in non-stationary noise environments

    Duan, Z., Mysore, G. J. & Smaragdis, P., Dec 1 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 594-597 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Stereophonic spectrogram segmentation using Markov random fields

    Kim, M., Smaragdis, P., Ko, G. G. & Rutenbar, R. A., Dec 12 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349754. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2011

    A convolutive spectral decomposition approach to the separation of feedback from target speech

    Mysore, G. J. & Smaragdis, P., 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011. 6064559. (IEEE International Workshop on Machine Learning for Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • An adaptive time-frequency resolution approach for non-negative matrix factorization based single channel sound source separation

    Kirbiz, S. & Smaragdis, P., Aug 18 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 253-256 4 p. 5946388. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A non-negative approach to semi-supervised separation of speech from noise with the use of temporal dynamics

    Mysore, G. J. & Smaragdis, P., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 17-20 4 p. 5946317. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Approximate nearest-subspace representations for sound mixtures

    Smaragdis, P., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 5892-5895 4 p. 5947702

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Joint sparsity models for wideband array processing

    Boufounos, P. T., Smaragdis, P. & Raj, B., Nov 2 2011, Wavelets and Sparsity XIV. 81380K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8138).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Negatif olmayan matris ayriştirmaya dayali tek-kanaldan ses ayriştirma için uyarlamali zaman-siklik çözü nürluǧü

    Translated title of the contribution: Adaptive time-frequency resolution for single channel sound source separation based on non-negative matrix factorizationKirbiz, S. & Smaragdis, P., 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011. p. 964-967 4 p. 5929814. (2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Polyphonic pitch tracking by example

    Smaragdis, P., Dec 19 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2011. p. 125-128 4 p. 6082344. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    Latent-variable decomposition based dereverberation of monaural and multi-channel signals

    Singh, R., Raj, B. & Smaragdis, P., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 1914-1917 4 p. 5495326. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Non-negative hidden Markov modeling of audio with application to source separation

    Mysore, G. J., Smaragdis, P. & Raj, B., Nov 22 2010, Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, Proceedings. p. 140-148 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6365 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The Markov selection model for concurrent speech recognition

    Smaragdis, P. & Raj, B., 2010, Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2010. p. 214-219 6 p. 5588124. (Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    A sparse non-parametric approach for single channel separation of known sounds

    Smaragdis, P., Shashanka, M. & Raj, B., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 1705-1713 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Missing data imputation for spectral audio signals

    Smaragdis, P., Raj, B. & Shashanka, M., 2009, Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009. 5306194. (Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Relative pitch estimation of multiple instruments

    Mysore, G. J. & Smaragdis, P., Oct 1 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 313-316 4 p. 4959583. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Separation by "humming": User-guided sound extraction from monophonic mixtures

    Smaragdis, P. & Mysore, G. J., Dec 1 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2009. p. 69-72 4 p. 5346542. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sparse overcomplete latent variable decomposition of counts data

    Shashanka, M., Raj, B. & Smaragdis, P., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • User guided audio selection from complex sound mixtures

    Smaragdis, P., Nov 27 2009, UIST 2009 - Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology. p. 89-92 4 p. (UIST 2009 - Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    Sparse and shift-invariant feature extraction from non-negative data

    Smaragdis, P., Raj, B. & Shashanka, M., Sep 16 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 2069-2072 4 p. 4518048. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Speech denoising using nonnegative matrix factorization with priors

    Wilson, K. W., Raj, B., Smaragdis, P. & Divakaran, A., 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 4029-4032 4 p. 4518538. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2007

    A framework for secure speech recognition

    Smaragdis, P. & Shashanka, M. V. S., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. IV969-IV972 4218264. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Bandwidth expansion with a Pólya Urn model

    Raj, B., Singh, R., Shashanka, M. & Smaragdis, P., 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. IV597-IV600 4218171. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Example-driven bandwidth expansion

    Smaragdis, P. & Raj, B., Dec 1 2007, 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA. p. 135-138 4 p. 4393004. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Privacy-preserving musical database matching

    Shashanka, M. & Smaragdis, P., 2007, 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA. p. 319-322 4 p. 4392989. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sensor and data systems, audio-assisted cameras and acoustic doppler sensors

    Kalgaonkar, K., Smaragdis, P. & Raj, B., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270531. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Sparse overcomplete decomposition for single channel speaker separation

    Shashanka, M. V. S., Raj, B. & Smaragdis, P., Aug 6 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. II641-II644 4217490. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Supervised and semi-supervised separation of sounds from single-channel mixtures

    Smaragdis, P., Raj, B. & Shashanka, M., 2007, Independent Component Analysis and Signal Separation - 7th International Conference, ICA 2007, Proceedings. Springer, p. 414-421 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4666 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2006

    Latent dirichlet decomposition for single channel speaker separation

    Raj, B., Shashanka, M. V. S. & Smaragdis, P., 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. p. V821-V824 1661402. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Secure sound classification: Gaussian mixture models

    Shashanka, M. V. S. & Smaragdis, P., Dec 1 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. 1660847. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2005

    Audio analysis for surveillance applications

    Radhakrishnan, R., Divakaran, A. & Smaragdis, P., 2005, 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. p. 158-161 4 p. 1540194. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • From learning music to learning to separate

    Smaragdis, P., Dec 1 2005, Forum Acusticum Budapest 2005: 4th European Congress on Acustics. p. 1545-1549 5 p. (Forum Acusticum Budapest 2005: 4th European Congress on Acustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Latent variable decomposition of spectrograms for single channel speaker separation

    Raj, B. & Smaragdis, P., 2005, 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. p. 17-20 4 p. 1540157. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning source trajectories using wrapped-phase hidden Markov models

    Smaragdis, P. & Boufounos, P., Dec 1 2005, 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. p. 114-117 4 p. 1540182. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2003

    Non-negative matrix factorization for polyphonic music transcription

    Smaragdis, P. & Brown, J. C., 2003, 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics Proceedings, WASPAA 2003. Institute of Electrical and Electronics Engineers Inc., p. 177-180 4 p. 1285860. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2003-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1997

    Efficient blind separation of convolved sound mixtures

    Smaragdis, P., 1997, IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution