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ICASSP
2011
IEEE
13 years 3 months ago
Survey and evaluation of acoustic features for speaker recognition
This study seeks to quantify the effectiveness of a broad range of acoustic features for speaker identification and their impact in feature fusion. Sixteen different acoustic feat...
Aaron D. Lawson, Pavel Vabishchevich, Mark C. Hugg...
ICASSP
2011
IEEE
13 years 3 months ago
Mitigation of reverberation on speaker identification via homomorphic filtering of the linear prediction residual
This paper presents a method for mitigating the impact of reverberation upon speaker identification. In particular, two reverberation mitigation techniques were studied: one that ...
Catherine M. Vannicola, Brett Y. Smolenski, Brando...
SIGPRO
2010
111views more  SIGPRO 2010»
13 years 6 months ago
Semi-supervised speaker identification under covariate shift
In this paper, we propose a novel semi-supervised speaker identification method that can alleviate the influence of non-stationarity such as session dependent variation, the recor...
Makoto Yamada, Masashi Sugiyama, Tomoko Matsui
INTERSPEECH
2010
13 years 6 months ago
Bayesian speaker recognition using Gaussian mixture model and laplace approximation
This paper presents a Bayesian approach for Gaussian mixture model (GMM)-based speaker identification. Some approaches evaluate the speaker score of a test speech utterance using ...
Shih-Sian Cheng, I-Fan Chen, Hsin-Min Wang
INTERSPEECH
2010
13 years 6 months ago
Improving monaural speaker identification by double-talk detection
This paper describes a novel approach to improve monoaural speaker identification where two speakers are present in a single-microphone recording. The goal is to identify both of ...
Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng...
ICASSP
2009
IEEE
13 years 9 months ago
High improvement of speaker identification and verification by combining MFCC and phase information
In conventional speaker recognition methods based on MFCC, phase information has been ignored. We proposed a method that integrated the phase information with MFCC on a speaker id...
Longbiao Wang, Shinji Ohtsuka, Seiichi Nakagawa
TASLP
2008
101views more  TASLP 2008»
13 years 11 months ago
Speaker Identification Using Instantaneous Frequencies
This work presents an experimental evaluation of different features for use in speaker identification. The features are tested using speech data provided by the CHAINS corpus, in a...
Marco Grimaldi, Fred Cummins
LREC
2008
119views Education» more  LREC 2008»
14 years 26 days ago
Text Independent Speaker Identification in Multilingual Environments
Speaker identification and verification systems have a poor performance when model training is done in one language while the testing is done in another. This situation is not unu...
Iker Luengo, Eva Navas, Iñaki Sainz, Ibon S...
BIOID
2008
135views Biometrics» more  BIOID 2008»
14 years 1 months ago
Multimodal Speaker Identification Based on Text and Speech
Abstract. This paper proposes a novel method for speaker identification based on both speech utterances and their transcribed text. The transcribed text of each speaker's utte...
Panagiotis Moschonas, Constantine Kotropoulos
TSD
2000
Springer
14 years 3 months ago
Comparison of Frequency Bands in Closed Set Speaker Identification Performance
Lots of words can be said about the importance of speaker identification for people, but no word might be as meaningful as the imagination of a life without having any speaker iden...
Özgür Devrim Orman, Levent M. Arslan