[HTML][HTML] A review of social background profiling of speakers from speech accents

MA Humayun, J Shuja, PE Abas - PeerJ Computer Science, 2024 - peerj.com
Social background profiling of speakers is heavily used in areas, such as, speech forensics,
and tuning speech recognition for accuracy improvement. This article provides a survey of …

Estimating Social Background Profiling of Indian Speakers by Acoustic Speech Features: SPEECH ACCENT CLASSIFICATION BY ACOUSTIC ANALYSIS

MA Humayun, H Yassin, PE Abas - Journal of Scientific & Industrial …, 2023 - or.niscpr.res.in
Social background profiling of speakers refers to estimating the geographical origin of
speakers by their speech features. Methods for accent profiling that use linguistic features …

[PDF][PDF] Review of Automatic Speaker Profiling: Features, Methods, and Challenges

UH Jaid, AKA Hassan - Iraqi Journal of Science, 2023 - iasj.net
Abstract Automatic Speaker Profiling (ASP), is concerned with estimating the physical traits
of a person from their voice. These traits include gender, age, ethnicity, and physical …

Native language identification for Indian-speakers by an ensemble of phoneme-specific, and text-independent convolutions

MA Humayun, H Yassin, PE Abas - Speech Communication, 2022 - Elsevier
Identifying the social background of an unknown speaker by speech accent has multiple
applications including in forensic profiling and adaptation of speech recognition. The most …

Nisp: A multi-lingual multi-accent dataset for speaker profiling

SB Kalluri, D Vijayasenan, S Ganapathy… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Many commercial and forensic applications of speech demand the extraction of information
about the speaker characteristics, which falls into the broad category of speaker profiling …

[HTML][HTML] Speaker profiling based on the short-term acoustic features of vowels

MA Humayun, J Shuja, PE Abas - Technologies, 2023 - mdpi.com
Speech samples can provide valuable information regarding speaker characteristics,
including their social backgrounds. Accent variations with speaker backgrounds reflect …

Learning speaker representation with semi-supervised learning approach for speaker profiling

S Rajaa, P Van Tung, CE Siong - arXiv preprint arXiv:2110.13653, 2021 - arxiv.org
Speaker profiling, which aims to estimate speaker characteristics such as age and height,
has a wide range of applications inforensics, recommendation systems, etc. In this work, we …

A Comparative Study of Machine Learning Classifiers for Speaker's Accent Recognition

HH Sabuj, PR Gomes, KE Mubin… - 2023 IEEE World AI …, 2023 - ieeexplore.ieee.org
Recognizing a speaker's accent is crucial in speech technology, natural language
processing, and forensic linguistics, especially in English. With the English language having …

[PDF][PDF] More than just identity: speaker recognition and speaker profiling using the GBR-ENG database

L Gerlach, F Kelly, A Alexander - Proc. Int. Assoc …, 2019 - oxfordwaveresearch.com
In addition to their spoken content, recordings of speech contain information about the
identity of the speaker, along with other speaker characteristics such as gender, language …

[PDF][PDF] Speaker profiling: An automatic method

G Brown, J Wormald - … presented at the International Association for …, 2014 - pholab.uzh.ch
Increasing attention is being given to the application of automatic speaker systems in
forensic casework. The current paper considers an automatic speaker profiling system …