Browse > Article

A Study on the Simple Algorithm for Discrimination of Voiced Sounds  

장규철 (한국과학기술원 전자전산학과)
우수영 (한국과학기술원 전자전산학과)
박용규 (한국과학기술원 전자전산학과)
유창동 (한국과학기술원 전자전산학과)
Abstract
A simple algorithm for discriminating voiced sounds in a speech is proposed in this paper. In addition to low-frequency energy and zero-crossing rate (ZCR), both of which have been widely used in the past for identifying voiced sounds, the proposed algorithm incorporates pitch variation to improve the discrimination rate. Based on TIMIT corpus, evaluation result shows an improvement of 13% in the discrimination of voiced phonemes over that of the traditional algorithm using only energy and ZCR.
Keywords
Voiced sound discrimination; Pitch Variation;
Citations & Related Records
연도 인용수 순위
  • Reference
1 /
[] / TIMIT, Acoustic-Phonetic Continuous Speech Corpus CD, American Helix
2 An Autocorrelation Pitch Detector and Voicing Decision with Cinfidence Measures Developed for Noise-Corrupted Speech /
[ D.A.Krubsack;R.J.Njederjohn ] / IEEE Trans. Acoust. Signal Processing   DOI   ScienceOn
3 Robust Voiced/Unvoiced Speech Claasification using a Neural Net /
[ R.P.Cohn ] / ICASSP-91
4 Fast Neural Net Training Algorithm and Its Application to Voiced-Unvoiced-Silence Classification of Speech /
[ T.G.Crippa;A.E.Jaroudi ] / ICASSP-91
5 A procedure for using pattern classification techniques to obtain a voiced/unvoiced classifier /
[ L.J.Siegel ] / IEEE Trans. Acoust. Speech, Signal Processing
6 /
[ L.Rabiner;R.W.Schafer ] / Digital Processing of Speech Signals
7 Enhanced variable rate codec, speech service option 3 for wideband spread spectrum digital systems /
[] / TIA/EIA/IS-127
8 A pitch extraction algorithm based on LPC inverse filtering and AMDF /
[ C.K.Un;S.C.Yang ] / IEEE Trans. Acoust. Speech Signal Processing
9 A pattern recognition approach to voiced-unvoiced-silence classification with applications to speech recognition /
[ B.S.Atal;L.R.Rabiner ] / IEEE Trans. Acoust. Speech. Signal Processing
10 Voiced/Unvoiced/Silence Classification of Speech Using 2-Stage Neural Networks With Delayed Decision Input /
[ R.Ahn;W.H.Holmes ] / ISSPA-96
11 Neural Networks for Voiced/Unvoiced Speech Classification /
[ A.Bendiksen;K.Steiglitz ] / ICASSP-90