Closed-set automatic speaker identification using multi-scale recurrent networks in non-native children
Children may benefit from automatic speaker identification in a variety of applications,
including child security, safety, and education. The key focus of this study is to develop a …
including child security, safety, and education. The key focus of this study is to develop a …
Biometric recognition of infants using fingerprint, iris, and ear biometrics
Y Moolla, A De Kock, G Mabuza-Hocquet… - IEEE …, 2021 - ieeexplore.ieee.org
Biometric recognition is often used for adults for a variety of purposes where an individual's
identity must be ascertained. However, the biometric recognition of children is an unsolved …
identity must be ascertained. However, the biometric recognition of children is an unsolved …
Assessment of pitch-adaptive front-end signal processing for children's speech recognition
R Sinha, S Shahnawazuddin - Computer Speech & Language, 2018 - Elsevier
On account of large acoustic mismatch, automatic speech recognition (ASR) systems trained
using adults' speech data yield poor recognition performance when evaluated on children's …
using adults' speech data yield poor recognition performance when evaluated on children's …
In-domain and out-of-domain data augmentation to improve children's speaker verification system in limited data scenario
S Shahnawazuddin, W Ahmad… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
In this paper, we present our efforts towards developing a robust automatic speaker
verification (ASV) system for children when the domain-specific data is limited. For that …
verification (ASV) system for children when the domain-specific data is limited. For that …
Augmentation techniques for adult-speech to generate child-like speech data samples at scale
Technologies such as Text-To-Speech (TTS) synthesis and Automatic Speech Recognition
(ASR) have become important in providing speech-based Artificial Intelligence (AI) solutions …
(ASR) have become important in providing speech-based Artificial Intelligence (AI) solutions …
Children's speaker verification in low and zero resource conditions
Our efforts towards developing an automatic speaker verification (ASV) system for child
speakers are presented in this paper. For the majority of the languages, children's speech …
speakers are presented in this paper. For the majority of the languages, children's speech …
Bi-apc: Bidirectional autoregressive predictive coding for unsupervised pre-training and its application to children's asr
We present a bidirectional unsupervised model pre-training (UPT) method and apply it to
children's automatic speech recognition (ASR). An obstacle to improving child ASR is the …
children's automatic speech recognition (ASR). An obstacle to improving child ASR is the …
ChildAugment: Data augmentation methods for zero-resource children's speaker verification
The accuracy of modern automatic speaker verification (ASV) systems, when trained
exclusively on adult data, drops substantially when applied to children's speech. The …
exclusively on adult data, drops substantially when applied to children's speech. The …
[PDF][PDF] Unsupervised model selection for recognition of regional accented speech
This paper is concerned with automatic speech recognition (ASR) for accented speech.
Given a small amount of speech from a new speaker, is it better to apply speaker adaptation …
Given a small amount of speech from a new speaker, is it better to apply speaker adaptation …
Automatic speaker and age identification of children from raw speech using sincNet over ERB scale
This paper presents the newly developed non-native children's English speech (NNCES)
corpus to reveal the findings of automatic speaker and age recognition from raw speech …
corpus to reveal the findings of automatic speaker and age recognition from raw speech …