%Aigaion2 BibTeX export from Idiap Publications %Sunday 22 December 2024 02:20:18 AM @INPROCEEDINGS{pinto:TSD:2008, author = {Pinto, Joel Praveen and Sivaram, G. S. V. S. and Hermansky, Hynek}, projects = {Idiap}, title = {Reverse Correlation for analyzing MLP Posterior Features in ASR}, booktitle = {11th International {C}onference on {T}ext, {S}peech, and {D}ialogue}, year = {2008}, note = {IDIAP-RR 08-13}, crossref = {pinto:rr08-13}, abstract = {In this work, we investigate the reverse correlation technique for analyzing posterior feature extraction using an multilayered perceptron trained on multi-resolution RASTA (MRASTA) features. The filter bank in MRASTA feature extraction is motivated by human auditory modeling. The MLP is trained based on an error criterion and is purely data driven. In this work, we analyze the functionality of the combined system using reverse correlation analysis.}, pdf = {https://publications.idiap.ch/attachments/papers/2008/pinto-TSD-2008.pdf}, postscript = {ftp://ftp.idiap.ch/pub/papers/2008/pinto-TSD-2008.ps.gz}, ipdmembership={speech}, } crossreferenced publications: @TECHREPORT{pinto:rr08-13, author = {Pinto, Joel Praveen and Sivaram, G. S. V. S. and Hermansky, Hynek}, projects = {Idiap}, title = {Reverse Correlation for analyzing MLP Posterior Features in ASR}, type = {Idiap-RR}, number = {Idiap-RR-13-2008}, year = {2008}, institution = {IDIAP}, note = {Submitted for publication}, abstract = {In this work, we investigate the reverse correlation technique for analyzing posterior feature extraction using an multilayered perceptron trained on multi-resolution RASTA (MRASTA) features. The filter bank in MRASTA feature extraction is motivated by human auditory modeling. The MLP is trained based on an error criteria and is purely data driven. In this work, we analyze the functionality of the combined system using reverse correlation analysis.}, pdf = {https://publications.idiap.ch/attachments/reports/2008/pinto-idiap-rr-08-13.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2008/pinto-idiap-rr-08-13.ps.gz}, ipdmembership={speech}, }