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Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro. / Passos, Yuri T.; Pimentel Filho, Carlos A. F.; Bispo, Uriel Marx C. et al.
Proceedings of the XV Brazilian Symposium on Multimedia and the Web. New York, NY, USA: Association for Computing Machinery (ACM), 2009. p. 1-4 37 (WebMedia ’09).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Passos, YT, Pimentel Filho, CAF, Bispo, UMC & Matos, LN 2009, Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro. in Proceedings of the XV Brazilian Symposium on Multimedia and the Web., 37, WebMedia ’09, Association for Computing Machinery (ACM), New York, NY, USA, pp. 1-4. https://doi.org/10.1145/1858477.1858514

APA

Passos, Y. T., Pimentel Filho, C. A. F., Bispo, U. M. C., & Matos, L. N. (2009). Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro. In Proceedings of the XV Brazilian Symposium on Multimedia and the Web (pp. 1-4). Article 37 (WebMedia ’09). Association for Computing Machinery (ACM). https://doi.org/10.1145/1858477.1858514

Vancouver

Passos YT, Pimentel Filho CAF, Bispo UMC, Matos LN. Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro. In Proceedings of the XV Brazilian Symposium on Multimedia and the Web. New York, NY, USA: Association for Computing Machinery (ACM). 2009. p. 1-4. 37. (WebMedia ’09). doi: 10.1145/1858477.1858514

Author

Passos, Yuri T. ; Pimentel Filho, Carlos A. F. ; Bispo, Uriel Marx C. et al. / Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro. Proceedings of the XV Brazilian Symposium on Multimedia and the Web. New York, NY, USA : Association for Computing Machinery (ACM), 2009. pp. 1-4 (WebMedia ’09).

Bibtex

@inproceedings{ee678a1c79ea4215aec3ded58a384e35,
title = "Compara{\c c}{\~a}o de modelos ac{\'u}sticos usando HTK e o corpus Spoltech para o portugu{\^e}s brasileiro",
abstract = "This paper shows a comparison between Hidden Markov Models (HMM) trained with 12 mel-cepstral coefficients plus extra(s) parameter(s) and two different HMM initialization ways. Thus, it compares the models, in order to detect the more robust parameter added to the mel-cepstral vector in an Automatic Speech Recognizer (ASR) system for the Brazilian Portuguese. To perform such experiments, it uses the HTK to train the HMMs. All the HMMs models used the same speech training base, which is the Spoltech corpus.",
keywords = "HTK, portuguundefineds brasileiro, HMM, reconhecimento de fala, Spoltech",
author = "Passos, {Yuri T.} and {Pimentel Filho}, {Carlos A. F.} and Bispo, {Uriel Marx C.} and Matos, {Leonardo Nogueira}",
year = "2009",
month = oct,
doi = "10.1145/1858477.1858514",
language = "Portuguese",
isbn = "9781605588803",
series = "WebMedia {\textquoteright}09",
publisher = "Association for Computing Machinery (ACM)",
pages = "1--4",
booktitle = "Proceedings of the XV Brazilian Symposium on Multimedia and the Web",

}

RIS

TY - GEN

T1 - Comparação de modelos acústicos usando HTK e o corpus Spoltech para o português brasileiro

AU - Passos, Yuri T.

AU - Pimentel Filho, Carlos A. F.

AU - Bispo, Uriel Marx C.

AU - Matos, Leonardo Nogueira

PY - 2009/10

Y1 - 2009/10

N2 - This paper shows a comparison between Hidden Markov Models (HMM) trained with 12 mel-cepstral coefficients plus extra(s) parameter(s) and two different HMM initialization ways. Thus, it compares the models, in order to detect the more robust parameter added to the mel-cepstral vector in an Automatic Speech Recognizer (ASR) system for the Brazilian Portuguese. To perform such experiments, it uses the HTK to train the HMMs. All the HMMs models used the same speech training base, which is the Spoltech corpus.

AB - This paper shows a comparison between Hidden Markov Models (HMM) trained with 12 mel-cepstral coefficients plus extra(s) parameter(s) and two different HMM initialization ways. Thus, it compares the models, in order to detect the more robust parameter added to the mel-cepstral vector in an Automatic Speech Recognizer (ASR) system for the Brazilian Portuguese. To perform such experiments, it uses the HTK to train the HMMs. All the HMMs models used the same speech training base, which is the Spoltech corpus.

KW - HTK

KW - portuguundefineds brasileiro

KW - HMM

KW - reconhecimento de fala

KW - Spoltech

U2 - 10.1145/1858477.1858514

DO - 10.1145/1858477.1858514

M3 - Conference contribution/Paper

SN - 9781605588803

T3 - WebMedia ’09

SP - 1

EP - 4

BT - Proceedings of the XV Brazilian Symposium on Multimedia and the Web

PB - Association for Computing Machinery (ACM)

CY - New York, NY, USA

ER -