A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms

S. Goetze; A. Warzybok; I. Kodrasi; J. O. Jungmann; B. Cauchi; J. Rennies; E. A. P. Habets; A. Mertins; T. Gerkmann; S. Doclo; B. Kollmeier

doi:10.1109/IWAENC.2014.6954293

A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms

S. Goetze, A. Warzybok, I. Kodrasi, J. O. Jungmann, B. Cauchi, J. Rennies, E. A. P. Habets, A. Mertins, T. Gerkmann, S. Doclo, B. Kollmeier

Institute of Signal Processing

Abstract

This paper reports on the evaluation of several objective quality measures for predicting the quality of the dereverberated speech signals. The correlations between subjective quality assessment for single-channel dereverberation techniques and objective speech quality as well as speech intelligibility measures are analyzed and discussed. Six different single-channel dereverberation algorithms were included in the evaluation to account for different types of distortions. The subjective quality was assessed along the four attributes reverberant, colored, distorted and overall quality following the recommendations of ITU-T P.835. The objective measures included system-based, i.e. channel-based, as well as signal-based measures.

Original language	English
Title of host publication	2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC)
Number of pages	5
Publisher	IEEE
Publication date	01.09.2014
Pages	233-237
Article number	6954293
ISBN (Electronic)	978-1-4799-6808-4
DOIs	https://doi.org/10.1109/IWAENC.2014.6954293
Publication status	Published - 01.09.2014
Event	2014 14th International Workshop on Acoustic Signal Enhancement - Juan-les-Pins, France Duration: 08.09.2014 → 11.09.2014

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Goetze, S., Warzybok, A., Kodrasi, I., Jungmann, J. O., Cauchi, B., Rennies, J., Habets, E. A. P., Mertins, A., Gerkmann, T., Doclo, S., & Kollmeier, B. (2014). A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms. In 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC) (pp. 233-237). Article 6954293 (IEEE Proceedings). IEEE. https://doi.org/10.1109/IWAENC.2014.6954293

@inproceedings{6ad04afce2904957986dc4e0cd85aaf8,

title = "A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms",

abstract = "This paper reports on the evaluation of several objective quality measures for predicting the quality of the dereverberated speech signals. The correlations between subjective quality assessment for single-channel dereverberation techniques and objective speech quality as well as speech intelligibility measures are analyzed and discussed. Six different single-channel dereverberation algorithms were included in the evaluation to account for different types of distortions. The subjective quality was assessed along the four attributes reverberant, colored, distorted and overall quality following the recommendations of ITU-T P.835. The objective measures included system-based, i.e. channel-based, as well as signal-based measures.",

author = "S. Goetze and A. Warzybok and I. Kodrasi and Jungmann, {J. O.} and B. Cauchi and J. Rennies and Habets, {E. A. P.} and A. Mertins and T. Gerkmann and S. Doclo and B. Kollmeier",

year = "2014",

month = sep,

day = "1",

doi = "10.1109/IWAENC.2014.6954293",

language = "English",

series = "IEEE Proceedings",

publisher = "IEEE",

pages = "233--237",

booktitle = "2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC)",

note = "2014 14th International Workshop on Acoustic Signal Enhancement, IWAENC 2014 ; Conference date: 08-09-2014 Through 11-09-2014",

}

Goetze, S, Warzybok, A, Kodrasi, I, Jungmann, JO, Cauchi, B, Rennies, J, Habets, EAP, Mertins, A, Gerkmann, T, Doclo, S & Kollmeier, B 2014, A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms. in 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC)., 6954293, IEEE Proceedings, IEEE, pp. 233-237, 2014 14th International Workshop on Acoustic Signal Enhancement, Juan-les-Pins, France, 08.09.14. https://doi.org/10.1109/IWAENC.2014.6954293

A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms. / Goetze, S.; Warzybok, A.; Kodrasi, I. et al.
2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE, 2014. p. 233-237 6954293 (IEEE Proceedings).

Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

TY - GEN

T1 - A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms

AU - Goetze, S.

AU - Warzybok, A.

AU - Kodrasi, I.

AU - Jungmann, J. O.

AU - Cauchi, B.

AU - Rennies, J.

AU - Habets, E. A. P.

AU - Mertins, A.

AU - Gerkmann, T.

AU - Doclo, S.

AU - Kollmeier, B.

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N2 - This paper reports on the evaluation of several objective quality measures for predicting the quality of the dereverberated speech signals. The correlations between subjective quality assessment for single-channel dereverberation techniques and objective speech quality as well as speech intelligibility measures are analyzed and discussed. Six different single-channel dereverberation algorithms were included in the evaluation to account for different types of distortions. The subjective quality was assessed along the four attributes reverberant, colored, distorted and overall quality following the recommendations of ITU-T P.835. The objective measures included system-based, i.e. channel-based, as well as signal-based measures.

AB - This paper reports on the evaluation of several objective quality measures for predicting the quality of the dereverberated speech signals. The correlations between subjective quality assessment for single-channel dereverberation techniques and objective speech quality as well as speech intelligibility measures are analyzed and discussed. Six different single-channel dereverberation algorithms were included in the evaluation to account for different types of distortions. The subjective quality was assessed along the four attributes reverberant, colored, distorted and overall quality following the recommendations of ITU-T P.835. The objective measures included system-based, i.e. channel-based, as well as signal-based measures.

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M3 - Conference contribution

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BT - 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC)

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A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms

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