Temporal modulation processing of speech signals for noise robust ASR

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2009, Pages 36-39

  You, Hong ^a   Alwan, Abeer ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Noise robust speech recognition; Spectro temporal processing; Temporal modulation processing

Indexed keywords

DATA-DRIVEN ANALYSIS; DE-NOISING; MODULATION CHARACTERISTICS; MODULATION COMPONENTS; MODULATION FREQUENCIES; MODULATION PATTERNS; NOISE ROBUST SPEECH RECOGNITION; PROCESSING ALGORITHMS; ROBUST ASR; SPEECH CHANNELS; SPEECH DISCRIMINATION; SPEECH SIGNALS; TEMPORAL MODULATION PROCESSING; TEMPORAL MODULATIONS; TEMPORAL PROCESSING;

ADAPTIVE ALGORITHMS; ADAPTIVE MODULATION; DELTA MODULATION; REMELTING; SPEECH COMMUNICATION; SPEECH RECOGNITION;

SPEECH INTELLIGIBILITY;

EID: 70450170882     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Nima Mesgarani, Malcolm Slaney, Shihab Shamma, "Discrimination of Speech From Nonspeech Based on Multiscale Spectro-Temporal Modulations", IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2006, page 920-930.
2. Nima Mesgarani, Shihab Shamma, "Denoising in the Domain of SpectrotemporalModulations", EURASIP Journal on Audio, Speech, and Music Processing Volume 2007.
3. Torsten Dau, Birger Kollmeier, "Modeling auditory processing of amplitude modulation. I. Detection and masking with narrow-band carriers", Journal Acoustical Society of America, Nov., 1997, page 2892-2905.
4. Steven Greenberg, Brian Kingsbury, "The Modulation Spectrogram: In pursuit of an invariant representation of speech", ICASSP, 1997, page 1647-1650.
5. Taishih Chi, Powen Ru, and Shihab A. Shamma, "Multiresolution spectrotemporal analysis of complex sounds", Journal Acoustical Society of America, Aug., 2005, page 887-906.
6. Fabio Valente and Hynek Hermansky, "On the Combination of Auditory and Modulation Frequency Channels for ASR applications", interspeech 2008, page. 2242-2245.
7. T. H. Falk, S. Stadler, W.B. Kleijn, and Wai-Yip Chan, "Noise Suppression Based on Extending a Speech-Dominated Modulation Band", Interspeech 2007, page 970-973.
8. Hynek Hermansky, "TRAP-TANDEM: Data-driven extraction of temporal features from speech", ASRU 2003.
9. Sherry Y Zhao, Nelson Morgan, "Multi-stream spectro-temporal features for robust speech recognition", interspeech 2008, page 898-901.
10. Rob Drullman, Joost M. Festen, and Reinier Plomp, "Effect of temporal envelope smearing on speech reception", Journal acoustical society of america, Feburary 1994, page 1053-1064.
11. Hynek Hermansky, Nelson Morgan, "RASTA Processing of Speech", IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 2. NO. 4,OCT, 1994
12. ETSI standard document-ETSI ES 202 050 v1.1.1, "Speech Processing, Transmission and Quality aspects (STQ), Distributed speech recognition, Advanced front-end feature extraction algorithm, Compression Algorithm", 2002.
13. J. Tchorz and B. Kollmeier, "SNR estimation based on amplitude modulation analysis with application to noise suppression", IEEE trans. Speech and Audio Proc., Vol. 11, No.3, May 2003.