DocumentCode
699424
Title
Very low bit rate (VLBR) speech coding around 500 bits/sec
Author
Padellini, Marc ; Capman, Francois ; Baudoin, Genevieve
Author_Institution
Thales Commun., Colombes, France
fYear
2004
fDate
6-10 Sept. 2004
Firstpage
1669
Lastpage
1672
Abstract
New solutions to Very Low Bit Rate speech coding have been recently proposed based on speech recognition and speech synthesis technologies, [1,2,3,4,5,7,8]. In the continuation of the work described in [8], this paper presents a complete encoding scheme around 500 bits/sec. The proposed solution is based on automatic recognition of elementary acoustical units using HMM modelling. An unsupervised training phase is used to build the HMM models and the codebook of synthesis units. The decoded speech is then obtained by concatenating the corresponding synthesis units based on a HNM-like decomposition of speech. A new unit selection process is proposed integrating some prosody constraints. Through this approach, the size of the synthesis codebook is independent of the targeted bit rate. A complete description of the unit selection process and of the associated prosody modelling is given, together with the quantisation scheme of the overall set of encoded parameters.
Keywords
hidden Markov models; speech coding; speech recognition; speech synthesis; unsupervised learning; HMM modelling; VLBR speech coding; automatic recognition; elementary acoustical units; encoded parameters; speech decoding; speech recognition; speech synthesis technologies; synthesis units; targeted bit rate; unit selection process; unsupervised training phase; very low bit rate; very low bit rate speech coding; Abstracts; Analytical models; Hidden Markov models; Quantization (signal); Speech;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2004 12th European
Conference_Location
Vienna
Print_ISBN
978-320-0001-65-7
Type
conf
Filename
7079954
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