Add to ORKGRecognition is of significant importance. Despite the advancements in short utterance speaker recognition (SUSR), text dependence and the role of phonemes in carrying speaker information needs further investigation. This paper presents a novel method of using vowel categories for SUSR. We define Vowel Categories (VC’s) considering Chinese and English languages. After recognition and extraction of phonemes, the obtained vowels are divided into VC’s, which are then used to develop Universal Background VC Models (UBVCM) for each VC. Conventional GMM-UBM system is used for training and testing. The proposed categories give minimum EERs of 13.76%, 14.03 % and 16.18 % for 3, 2 and 1 second respectively. Experimental results show that in text depe...
The same speech sounds (phones) produced by different speakers can sometimes exhibit significant dif...
The present study investigated whether listeners perceptually map phonetic information to phonologic...
Three experiments were conducted to provide a better understanding about the fundamental processes i...
the role of complete speech units like syllables in carrying speaker information needs further inves...
Abstract. Information of speech units like vowels, consonants and syllables can be a kind of knowled...
Abstract—The length of the test speech greatly influences the performance of GMM-UBM based text-inde...
Abstract — Short Utterance Speaker Recognition (SUSR) is an important area of speaker recognition wh...
ii This dissertation focuses on determining specific vowel phonemes which work best for speaker iden...
Speaker segmentation is widely used in many tasks such as multi-speaker detection and speaker tracki...
Vowel phonemes are a part of any acoustic speech signal. Vowel sounds occur in speech more frequentl...
Abstract—For GMM-UBM based text-independent speaker recognition, the performance decreases significa...
Automatic speech recognition (ASR) has made great strides with the development of digital signal pro...
The recognition of vowels in Chinese speech is very important for Chinese speech recognition and und...
Speech acoustics varies from speaker to speaker, microphone to microphone, room to room, line to lin...
In Mandarin speech recognition, initial-final subword units are commonly used. According to the Freq...
The same speech sounds (phones) produced by different speakers can sometimes exhibit significant dif...
The present study investigated whether listeners perceptually map phonetic information to phonologic...
Three experiments were conducted to provide a better understanding about the fundamental processes i...
the role of complete speech units like syllables in carrying speaker information needs further inves...
Abstract. Information of speech units like vowels, consonants and syllables can be a kind of knowled...
Abstract—The length of the test speech greatly influences the performance of GMM-UBM based text-inde...
Abstract — Short Utterance Speaker Recognition (SUSR) is an important area of speaker recognition wh...
ii This dissertation focuses on determining specific vowel phonemes which work best for speaker iden...
Speaker segmentation is widely used in many tasks such as multi-speaker detection and speaker tracki...
Vowel phonemes are a part of any acoustic speech signal. Vowel sounds occur in speech more frequentl...
Abstract—For GMM-UBM based text-independent speaker recognition, the performance decreases significa...
Automatic speech recognition (ASR) has made great strides with the development of digital signal pro...
The recognition of vowels in Chinese speech is very important for Chinese speech recognition and und...
Speech acoustics varies from speaker to speaker, microphone to microphone, room to room, line to lin...
In Mandarin speech recognition, initial-final subword units are commonly used. According to the Freq...
The same speech sounds (phones) produced by different speakers can sometimes exhibit significant dif...
The present study investigated whether listeners perceptually map phonetic information to phonologic...
Three experiments were conducted to provide a better understanding about the fundamental processes i...