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Jort F. Gemmeke
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CNN architectures for large-scale audio classification
S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, A Jansen, RC Moore, ...
2017 ieee international conference on acoustics, speech and signal …, 2017
18092017
AudioSet: An ontology and human-labeled dataset for audio events
JF Gemmeke, DPW Ellis, D Freedman, A Jansen, W Lawrence, RC Moore, ...
IEEE ICASSP, 2017
17302017
Exemplar-based sparse representations for noise robust automatic speech recognition
JF Gemmeke, T Virtanen, A Hurmalainen
IEEE Transactions on Audio, Speech, and Language Processing 19 (7), 2067-2080, 2011
4322011
Compressive sensing for missing data imputation in noise robust speech recognition
JF Gemmeke, H Van Hamme, B Cranen, L Boves
IEEE Journal of selected topics in Signal Processing 4 (2), 272-287, 2010
1512010
An exemplar-based NMF approach to audio event detection
JF Gemmeke, L Vuegen, P Karsmakers, B Vanrumste
2013 IEEE workshop on applications of signal processing to audio and …, 2013
1242013
Speech enhancement under low SNR conditions via noise estimation using sparse and low-rank NMF with Kullback–Leibler divergence
M Sun, Y Li, JF Gemmeke, X Zhang
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (7), 1233 …, 2015
992015
Compositional models for audio processing: Uncovering the structure of sound mixtures
T Virtanen, JF Gemmeke, B Raj, P Smaragdis
IEEE Signal Processing Magazine 32 (2), 125-144, 2015
902015
Active-set Newton algorithm for overcomplete non-negative representations of audio
T Virtanen, JF Gemmeke, B Raj
IEEE Transactions on Audio, Speech, and Language Processing 21 (11), 2277-2289, 2013
822013
Using sparse representations for missing data imputation in noise robust speech recognition
JF Gemmeke, B Cranen
2008 16th European Signal Processing Conference, 1-5, 2008
812008
Exemplar-based processing for speech recognition: An overview
TN Sainath, B Ramabhadran, D Nahamoo, D Kanevsky, ...
IEEE Signal Processing Magazine 29 (6), 98-113, 2012
722012
Noise robust exemplar-based connected digit recognition
JF Gemmeke, T Virtanen
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
702010
Non-negative matrix factorization for highly noise-robust asr: To enhance or to recognize?
F Weninger, M Wöllmer, J Geiger, B Schuller, JF Gemmeke, ...
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
492012
An MFCC-GMM approach for event detection and classification
L Vuegen, BVD Broeck, P Karsmakers, JF Gemmeke, B Vanrumste, ...
IEEE workshop on applications of signal processing to audio and acoustics …, 2013
472013
Non-negative matrix deconvolution in noise robust speech recognition
A Hurmalainen, J Gemmeke, T Virtanen
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
402011
Large-scale audio event discovery in one million youtube videos
A Jansen, JF Gemmeke, DPW Ellis, X Liu, W Lawrence, D Freedman
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
382017
Coupled dictionaries for exemplar-based speech enhancement and automatic speech recognition
D Baby, T Virtanen, JF Gemmeke
IEEE/ACM transactions on audio, speech, and language processing 23 (11 …, 2015
382015
Sparse imputation for large vocabulary noise robust ASR
JF Gemmeke, B Cranen, U Remes
Computer Speech & Language 25 (2), 462-479, 2011
382011
Noise reduction through compressed sensing
JF Gemmeke, B Cranen
Brisbane, Australia: ISCA, 2008
382008
Using sparse representations for exemplar based continuous digit recognition
J Gemmeke, L ten Bosch, L Boves, B Cranen
2009 17th European Signal Processing Conference, 1755-1759, 2009
372009
Memory-enhanced neural networks and NMF for robust ASR
JT Geiger, F Weninger, JF Gemmeke, M Wöllmer, B Schuller, G Rigoll
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (6), 1037 …, 2014
332014
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