Speaking rate normalization with lattice-based context-dependent phoneme duration modeling for personalized speech recognizers on mobile devices

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

Volumn , Issue , 2013, Pages 1741-1745

  Yeh, Ching Feng ^a   Lee, Hung Yi ^b   Lee, Lin Shan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b RESEARCH CENTER FOR INFORMATION TECHNOLOGY INNOVATION   (Taiwan)

Author keywords

Mobile; Speaking rate; Speech recognition

Indexed keywords

MOBILE DEVICES; SPEECH RECOGNITION;

CLOUD APPLICATIONS; CONTEXT DEPENDENT; DURATION MODELING; MOBILE; SPEAKER DEPENDENTS; SPEAKING RATE; SPEECH RECOGNIZER; SPONTANEOUS SPEECH RECOGNITION;

SPEECH;

EID: 84906262717     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Stephen Chu and Daniel Povey, "Speaking Rate Adaptation us-ing Continuous Frame Rate Normalization", ICASSP 2010.
2. Dirk Schnelle, "Mobile Speech Recognition", 2009.
3. Jingjing Liu, Stephanie Seneff, and Victor Zue, "Harvesting and Summarizing User-Generated Content for Advanced Speech-Based Human-Computer Interaction, Special Issue on Advances in Spoken Dialogue Systems and Mobile Interfaces", Theory and Applications: IEEE Journal of Selected Topics in Signal Pro-cessing (JSTSP), 2012.
4. M. A. Siegler, and R. M. Stern, "On the Effects of Speech Rate in Large Vocabulary Speech Recognition Systems", ICASSP 1995.
5. Q. Zhu and A. Alwan, "On the Use of Variable Frame Rate Analysis in Speech Recognition", ICASSP 2000.
6. H. You, Q. Zhu, and A. Alwan, "Entropy-based Variable Frame Rate Analysis of Speech Signals and Its Application to ASR", ICASSP 2004.
7. H. Nanjo, K. Kato, and T. Kawahara, "Speaking Rate Dependent Acoustic Modeling for Spontaneous Lecture Speech Recogni-tion", Eurospeech 2001.
8. K. Okuda, T. Kawahara, and S. Nakamura, "Speaking Rate Compensation Based on Likelihood Criterion in Acoustic Model Training and Decoding", ICSLP 2002.
9. Sung Min Ban and Hyung Soon Kim, "Speaking Rate Dependent Multiple Acoustic Models using Continuous Frame Rate Nor-malization", APSIPA 2012.
10. Morgan, Nelson H., "Combining Multiple Estimators of Speaking Rate", Acoustics, Speech and Signal Processing, Proceedings of the 1998 IEEE International Conference.
11. T. Yoshimura, K. Tokuda, T. Masuko, T. Kobayashi, and T. Kitamura, "Duration Modeling for HMM-based Speech Synthe-sis", ICSLP 1998.
12. Yun Tang; Wenju Liu; Bo Xu "Trigram duration modeling in speech recognition", ISCSLP 2004.