Algorithmic classification of pitch movements

L.F.M. Bosch, ten

Algorithmic classification of pitch movements

L.F.M. Bosch, ten

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

48 Downloads (Pure)

Samenvatting

In this paper, we discuss the construction of an algorithm that classifies pitch movements according to the IPO intonation labelling. The classification is performed by a feed-forward network, interpreted as a multi-linear classifier. In speaker-independent tests on a corpus of speech read by non-professionals, up to 81 % of the 279 pitch movements in the test corpus were correctly classified. These results are obtained by using information from the sampled speech data files only; a grammar will be used in the second stage of this study.

Originele taal-2	Engels
Titel	Proceedings of an ESCA Workshop on Prosody, Lund, Sweden, September 27-29, 1993
Redacteuren	D. House, P. Touati
Plaats van productie	Lund, Sweden
Uitgeverij	Lund University
Pagina's	242-245
Status	Gepubliceerd - 1993

Bibliografische nota

Working Papers 41

Toegang tot document

publishers versionDefinitieve gepubliceerde versie, 419 KB

Citeer dit

@inproceedings{ef9d20378dfa46d1a2a266c3c4d8bc15,

title = "Algorithmic classification of pitch movements",

abstract = "In this paper, we discuss the construction of an algorithm that classifies pitch movements according to the IPO intonation labelling. The classification is performed by a feed-forward network, interpreted as a multi-linear classifier. In speaker-independent tests on a corpus of speech read by non-professionals, up to 81 \% of the 279 pitch movements in the test corpus were correctly classified. These results are obtained by using information from the sampled speech data files only; a grammar will be used in the second stage of this study.",

author = "\{Bosch, ten\}, L.F.M.",

note = "Working Papers 41",

year = "1993",

language = "English",

pages = "242--245",

editor = "D. House and P. Touati",

booktitle = "Proceedings of an ESCA Workshop on Prosody, Lund, Sweden, September 27-29, 1993",

publisher = "Lund University",

}

TY - GEN

T1 - Algorithmic classification of pitch movements

AU - Bosch, ten, L.F.M.

N1 - Working Papers 41

PY - 1993

Y1 - 1993

N2 - In this paper, we discuss the construction of an algorithm that classifies pitch movements according to the IPO intonation labelling. The classification is performed by a feed-forward network, interpreted as a multi-linear classifier. In speaker-independent tests on a corpus of speech read by non-professionals, up to 81 % of the 279 pitch movements in the test corpus were correctly classified. These results are obtained by using information from the sampled speech data files only; a grammar will be used in the second stage of this study.

AB - In this paper, we discuss the construction of an algorithm that classifies pitch movements according to the IPO intonation labelling. The classification is performed by a feed-forward network, interpreted as a multi-linear classifier. In speaker-independent tests on a corpus of speech read by non-professionals, up to 81 % of the 279 pitch movements in the test corpus were correctly classified. These results are obtained by using information from the sampled speech data files only; a grammar will be used in the second stage of this study.

M3 - Conference contribution

SP - 242

EP - 245

BT - Proceedings of an ESCA Workshop on Prosody, Lund, Sweden, September 27-29, 1993

A2 - House, D.

A2 - Touati, P.

PB - Lund University

CY - Lund, Sweden

ER -

Algorithmic classification of pitch movements

Samenvatting

Bibliografische nota

Toegang tot document

Vingerafdruk

Citeer dit