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ETSI - ES 202 050

Speech Processing, Transmission and Quality Aspects (STQ); Distributed Speech Recognition; Advanced Front-End Feature Extraction Algorithm; Compression Algorithms

inactive
Organization: ETSI
Publication Date: 1 October 2002
Status: inactive
Page Count: 46
scope:

The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the following components:

- the algorithm for advanced front-end feature extraction to create Mel-Cepstrum parameters;

- the algorithm to compress these features to provide a lower data transmission rate;

- the formatting of these features with error protection into a bitstream for transmission;

- the decoding of the bitstream to generate the advanced front-end features at a receiver together with the associated algorithms for channel error mitigation.

The present document does not cover the "back-end" speech recognition algorithms that make use of the received DSR advanced front-end features.

The algorithms are defined in a mathematical form or as flow diagrams. Software implementing these algorithms written in the 'C' programming language is contained in the ZIP file es~202050v010101pO.zipw hich accompanies the present document. Conformance tests are not specified as part of the standard. The recognition performance of proprietary implementations of the standard can be compared with those obtained using the reference 'C' code on appropriate speech databases.

It is anticipated that the DSR bitstream will be used as a payload in other higher level protocols when deployed in specific systems supporting DSR applications. In particular, for packet data transmission, it is anticipated that the IETF AVT RTP DSR payload definition (see bibliography) will be used to transport DSR features using the frame pair format described in clause 7.

The Advanced DSR standard is designed for use with discontinuous transmission and to support the transmission of Voice Activity information. Annex A describes a VAD algorithm that is recommended for use in conjunction with the Advanced DSR standard, however it is not part of the present document and manufacturers may choose to use an alternative VAD algorithm.

Document History

January 1, 2007
Speech Processing, Transmission and Quality Aspects (STQ); Distributed speech recognition; Advanced front-end feature extraction algorithm; Compression algorithms
A description is not available for this item.
November 1, 2005
Speech Processing, Transmission and Quality Aspects (STQ); Distributed speech recognition; Advanced front-end feature extraction algorithm; Compression algorithms
The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the...
November 1, 2003
Speech Processing, Transmission and Quality Aspects (STQ); Distributed speech recognition; Advanced front-end feature extraction algorithm; Compression algorithms
The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the...
October 1, 2003
Speech Processing, Transmission and Quality Aspects (STQ); Distributed speech recognition; Advanced front-end feature extraction algorithm; Compression algorithms
The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the...
ES 202 050
October 1, 2002
Speech Processing, Transmission and Quality Aspects (STQ); Distributed Speech Recognition; Advanced Front-End Feature Extraction Algorithm; Compression Algorithms
The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the...
July 1, 2002
Speech Processing, Transmission and Quality Aspects (STQ); Distributed Speech Recognition; Advanced Front-End Feature Extraction Algorithm; Compression Algorithms
The present document specifies algorithms for advanced front-end feature extraction and their transmission which form part of a system for distributed speech recognition. The specification covers the...

References

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