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Research Output

2017

Comparison of Non-parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing

Seshadri, S., Remes, U. & Räsänen, O., Aug 2017, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech Communication Association, Vol. 2017-August. p. 2744-2748 5 p. (Interspeech: Annual Conference of the International Speech Communication Association).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
1 Citation (Scopus)
139 Downloads (Pure)

Dirichlet process mixture models for clustering i-vector data

Seshadri, S., Remes, U. & Rasanen, O., 16 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. IEEE, p. 5470-5474 5 p. 7953202. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)
5 Citations (Scopus)
2016

Comparing human and automatic speech recognition in a perceptual restoration experiment

Remes, U., Ramírez López, A., Juvela, L., Palomäki, K., Brown, G. J., Alku, P. & Kurimo, M., 11 Jul 2016, In : Computer Speech and Language. 35, p. 14-31 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Statistical methods for incomplete speech data

Remes, U., 2016, Aalto University. 167 p.

Research output: ThesisDoctoral ThesisCollection of Articles

Open Access

The use of read versus conversational Lombard speech in spectral tilt modeling for intelligibility enhancement in near-end noise conditions

Jokinen, E., Remes, U. & Alku, P., 2016, Proceedings of the Annual Conference of the International Speech Communication Association: Interspeech'16, San Francisco, USA, Sept. 8-12, 2016. International Speech Communication Association, p. 2771-2775 (Proceedings of the Annual Conference of the International Speech Communication Association).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

9 Citations (Scopus)
2015
6 Citations (Scopus)

Comparison of Gaussian process regression and Gaussian mixture models in spectral tilt modelling for intelligibility enhancement of telephone speech

Jokinen, E., Remes, U. & Alku, P., 2015, Interspeech’15, Dresden, Germany, Sept. 6-10, 2015.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Designing multichannel source separation based on single-channel source separation

Ramirez Lopez, A., Ono, N., Remes, U., Palomäki, K. & Kurimo, M., 2015, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 19-24, 2015. unknown: IEEE, p. 469-473 (International Conference on Acoustics Speech and Signal Processing ICASSP).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)
2014

Noise in HMM-Based Speech Synthesis Adaptation: Analysis, Evaluation Methods and Experiments

Karhila, R., Remes, U. & Kurimo, M., 2014, In : IEEE Journal of Selected Topics in Signal Processing. 8, 2, p. 285-295

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)

Spectral tilt modelling with extrapolated GMMs for intelligibility enhancement of narrowband telephone speech

Jokinen, E., Remes, U., Takanen, M., Palomäki, K., Kurimo, M. & Alku, P., 2014, The International Workshop on Acoustic Signal Enhancement (IWAENC 2014), Antibes Juan les Pins, France, Sept. 8-11, 2014.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Spectral tilt modelling with GMMs for intelligibility enhancement of narrowband telephone speech

Jokinen, E., Remes, U., Takanen, M., Palomäki, K., Kurimo, M. & Alku, P., 2014, INTERSPEECH, Singapore, Sept. 14-18, 2014.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

12 Citations (Scopus)
2013

Bounded conditional mean imputation with an approximate posterior

Remes, U., 2013, Interspeech, (INTERSPEECH), Lyon, 25 August 2013 - 29 August 2013. p. 3006-3010 (Interspeech).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

HMM-based speech synthesis adaptation using noisy data: analysis and evaluation methods

Karhila, R., Remes, U. & Kurimo, M., 2013, The 38th international Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013. p. 6930-6934 (International Conference on Acoustics Speech and Signal Processing ICASSP).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment

Keronen, S., Kallasjoki, H., Remes, U., Brown, G. J., Gemmeke, J. F. & Palomäki, K. J., 2013, In : Computer Speech and Language. 27, 3, p. 798-819

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Noise robust missing data mask estimation based on automatically learned features

Keronen, S., Remes, U., Kallasjoki, H. & Palomäki, K. J., 2013, The 2nd CHiME Workshop on Machine Listening in Multisource Environments. Vancouver, p. 77-78

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Objective evaluation measures for speaker-adaptive HMM-TTS systems

Remes, U., Karhila, R. & Kurimo, M., 2013, 8th ISCA Speech Synthesis Workshop, (SSW8), Barcelona, 31 August 2013 - 2 September 3013. p. 177-181

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2012

Bandwidth extension of telephone speech to low frequencies using sinusoidal synthesis and Gaussian mixture model

Pulakka, H., Remes, U., Yrttiaho, S., Palomäki, K., Kurimo, M. & Alku, P., 2012, In : IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. 20, 8, p. 2219-2231

Research output: Contribution to journalArticleScientificpeer-review

14 Citations (Scopus)

Missing-Data Techniques: Feature Reconstruction

Gemmeke, J. F. & Remes, U., 2012, Techniques for Noise Robustness in Automatic Speech Recognition. Virtanen, T., Singh, R. & Raj, B. (eds.). United Kingdom: JOHN WILEY & SONS, p. 399-432

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

2 Citations (Scopus)
2011

GMM-based missing-feature reconstruction on multi-frame windows

Remes, U., Nankaku, Y. & Tokuda, K., 2011, Proc. INTERSPEECH. Florence, p. 1665-1668

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Low-Frequency Bandwidth Extension of Telephone Speech Using Sinusoidal Synthesis and Gaussian Mixture Model

Pulakka, H., Remes, U., Kurimo, M., Palomäki, K. & Alku, P., 2011, The 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011, Florence, Italy, Aug. 28-31, 2011. ISCA

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Mask Estimation and Sparse Imputation for Missing Data Speech Recognition in Multisource Reverberant Environments

Kallasjoki, H., Keronen, S., Brown, G. J., Gemmeke, J. F., Remes, U. & Palomäki, K., 2011, International Workshop on Machine Listening in Multisource Environments. Florence, p. 58-63

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Missing-feature reconstruction with a bounded nonlinear state-space model

Remes, U., Palomäki, K. J., Raiko, T., Honkela, A. & Kurimo, M., 2011, In : IEEE Signal Processing Letters. 18, 10, p. 563-566

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Sparse imputation for large vocabulary noise robust ASR

Gemmeke, J. F., Cranen, B. & Remes, U., 2011, In : Computer Speech and Language. 25, 2, p. 462-479

Research output: Contribution to journalArticleScientificpeer-review

24 Citations (Scopus)

Speech bandwidth extension using Gaussian mixture model-based estimation of the highband mel spectrum

Pulakka, H., Remes, U., Palomäki, K., Kurimo, M. & Alku, P., 2011, ICASSP The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Prague: IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

21 Citations (Scopus)

Uncertainty Measures for Improving Exemplar-Based Source Separation

Kallasjoki, H., Remes, U., Gemmeke, J. F., Virtanen, T. & Palomäki, K., 2011, The 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011. Florence: ISCA, p. 469-472

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)
2010

Comparison of Noise Robust Methods in Large Vocabulary Speech Recognition

Keronen, S., Remes, U., Palomäki, K., Virtanen, T. & Kurimo, M., 2010, EUSIPCO The 18th European Signal Processing Conference, EUSIPCO 2010. Aalborg, p. 1973-1977 (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Observation uncertainty measures for sparse imputation

Gemmeke, J. F., Remes, U. & Palomäki, K. J., 2010, INTERSPEECH 2010. Makuhari, p. 2262-2265

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

8 Citations (Scopus)
2009

Robust automatic speech recognition using acoustic model adaptation prior to missing feature reconstruction

Remes, U., Palomäki, K. J. & Kurimo, M., 2009, The 17th European Signal Processing Conference, EUSIPCO 2009. Glasgow

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Studies on Noise Robust Automatic Speech Recognition

Palomäki, K. J., Remes, U. & Kurimo, M., 2009, Espoo, p. 79, (TKK Reports in Information and Computer Science; no. TKK-ICS-R19).

Research output: Working paperProfessional

2008

Missing feature reconstruction and acoustic model adaptation combined for large vocabulary continuous speech recognition

Remes, U., Palomäki, K. J. & Kurimo, M., 2008, The 16th European Signal Processing Conference, EUSIPCO 2008. Lausanne, p. 5

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Speaker adaptation combined with missing data reconstruction

Remes, U., Palomäki, K. J. & Kurimo, M., 2008, Acoustics 2008, J. Acoust. Soc. Am. 123. Paris, p. 3181

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2007

Segregation of speakers for speaker adaptation in TV news audio

Remes, U., Pylkkönen, J. & Kurimo, M., 2007, IEEE International Conference on Acoustics, Speech and Signal Processing, Honolulu, HI, USA 2007. IEEE, p. 481-484

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)