Antti Hurmalainen

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 2

Top Topics

Speech Recognition

Negative Matrix Factorization

Dictionary Learning

Top Venues

Publications

Szymon Drgas, Tuomas Virtanen, Jörg Lücke, Antti Hurmalainen
Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning. IEEE ACM Trans. Audio Speech Lang. Process. 25 (8) (2017)
Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Joni-Kristian Kamarainen
Cascade processing for speeding up sliding window sparse classification. EUSIPCO (2016)
Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
Similarity induced group sparsity for non-negative matrix factorisation. ICASSP (2015)
Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
Noise robust speaker recognition with convolutive sparse coding. INTERSPEECH (2015)
Antti Hurmalainen, Tuomas Virtanen
Acquiring variable length speech bases for factorisation-based noise robust speech recognition. EUSIPCO (2013)
Antti Hurmalainen, Tuomas Virtanen
Learning state labels for sparse classification of speech with matrix deconvolution. ASRU (2013)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Modelling non-stationary noise with spectral factorisation in automatic speech recognition. Comput. Speech Lang. 27 (3) (2013)
Felix Weninger, Martin Wöllmer, Jürgen T. Geiger, Björn W. Schuller, Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Gerhard Rigoll
Non-negative matrix factorization for highly noise-robust ASR: To enhance or to recognize? ICASSP (2012)
Rahim Saeidi, Antti Hurmalainen, Tuomas Virtanen, David A. van Leeuwen
Exemplar-based sparse representation and sparse discrimination for noise robust speaker identification. Odyssey (2012)
Antti Hurmalainen, Tuomas Virtanen
Modelling spectro-temporal dynamics in factorisation-based noise-robust automatic speech recognition. ICASSP (2012)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Detection, separation and recognition of speech from continuous signals using spectral factorisation. EUSIPCO (2012)
Antti Hurmalainen, Rahim Saeidi, Tuomas Virtanen
Group Sparsity for Speaker Identity Discrimination in Factorisation-based Speech Recognition. INTERSPEECH (2012)
Jort F. Gemmeke, Tuomas Virtanen, Antti Hurmalainen
Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Jort F. Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Yang Sun
Toward a practical implementation of exemplar-based noise robust ASR. EUSIPCO (2011)
Antti Hurmalainen, Jort F. Gemmeke, Tuomas Virtanen
Non-negative matrix deconvolution in noise robust speech recognition. ICASSP (2011)
Katariina Mahkonen, Antti Hurmalainen, Tuomas Virtanen, Jort F. Gemmeke
Mapping Sparse Representation to State Likelihoods in Noise-Robust Automatic Speech Recognition. INTERSPEECH (2011)
Tuomas Virtanen, Jort F. Gemmeke, Antti Hurmalainen
State-based labelling for a sparse representation of speech and its application to robust speech recognition. INTERSPEECH (2010)