%Aigaion2 BibTeX export from Idiap Publications %Sunday 22 December 2024 02:15:49 AM @INPROCEEDINGS{sgarimel:eusipco:2008, author = {Sivaram, G. S. V. S. and Hermansky, Hynek}, projects = {Idiap}, title = {Emulating Temporal Receptive Fields of Auditory Mid-Brain Neurons for Automatic Speech Recognition}, booktitle = {Proc. 16th European Signal Processing Conference (EUSIPCO)}, year = {2008}, note = {IDIAP-RR 08-24}, crossref = {sgarimel:rr08-24}, abstract = {This paper proposes modifications to the Multi-resolution RASTA (MRASTA) feature extraction technique for the automatic speech recognition (ASR). By emulating asymmetries of the temporal receptive field (TRF) profiles of auditory mid-brain neurons, we obtain more than $13\% $ relative improvement in word error rate on OGI-Digits database. Experiments on TIMIT database confirm that proposed modifications are indeed useful.}, pdf = {https://publications.idiap.ch/attachments/papers/2008/sgarimel-eusipco-2008.pdf}, postscript = {ftp://ftp.idiap.ch/pub/papers/2008/sgarimel-eusipco-2008.ps.gz}, ipdmembership={speech}, } crossreferenced publications: @TECHREPORT{sgarimel:rr08-24, author = {Sivaram, G. S. V. S. and Hermansky, Hynek}, projects = {Idiap}, title = {Emulating Temporal Receptive Fields of Auditory Mid-Brain Neurons for Automatic Speech Recognition}, type = {Idiap-RR}, number = {Idiap-RR-24-2008}, year = {2008}, institution = {IDIAP}, abstract = {This paper proposes modifications to the Multi-resolution RASTA (MRASTA) feature extraction technique for the automatic speech recognition (ASR). By emulating asymmetries of the temporal receptive field (TRF) profiles of auditory mid-brain neurons, we obtain more than $13\% $ relative improvement in word error rate on OGI-Digits database. Experiments on TIMIT database confirm that proposed modifications are indeed useful.}, pdf = {https://publications.idiap.ch/attachments/reports/2008/sgarimel-idiap-rr-08-24.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2008/sgarimel-idiap-rr-08-24.ps.gz}, ipdmembership={speech}, }