CONF
sgarimel:eusipco:2008/IDIAP
Emulating Temporal Receptive Fields of Auditory Mid-Brain Neurons for Automatic Speech Recognition
Sivaram, G. S. V. S.
Hermansky, Hynek
EXTERNAL
https://publications.idiap.ch/attachments/papers/2008/sgarimel-eusipco-2008.pdf
PUBLIC
https://publications.idiap.ch/index.php/publications/showcite/sgarimel:rr08-24
Related documents
Proc. 16th European Signal Processing Conference (EUSIPCO)
2008
IDIAP-RR 08-24
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.
REPORT
sgarimel:rr08-24/IDIAP
Emulating Temporal Receptive Fields of Auditory Mid-Brain Neurons for Automatic Speech Recognition
Sivaram, G. S. V. S.
Hermansky, Hynek
EXTERNAL
https://publications.idiap.ch/attachments/reports/2008/sgarimel-idiap-rr-08-24.pdf
PUBLIC
Idiap-RR-24-2008
2008
IDIAP
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.