Multimodal age and gender estimation for adaptive human-robot interaction: A systematic literature review

HA Younis, NIR Ruhaiyem, AA Badr, AK Abdul-Hassan… - Processes, 2023 - mdpi.com
Identifying the gender of a person and his age by way of speaking is considered a crucial
task in computer vision. It is a very important and active research topic with many areas of …

Gender and age estimation methods based on speech using deep neural networks

D Kwasny, D Hemmerling - Sensors, 2021 - mdpi.com
The speech signal contains a vast spectrum of information about the speaker such as
speakers' gender, age, accent, or health state. In this paper, we explored different …

[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 …

Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model

T Gupta, DT Truong, TT Anh, CE Siong - arXiv preprint arXiv:2203.11774, 2022 - arxiv.org
The estimation of speaker characteristics such as age and height is a challenging task,
having numerous applications in voice forensic analysis. In this work, we propose a bi …

Joint gender and age estimation based on speech signals using x-vectors and transfer learning

D Kwasny, D Hemmerling - arXiv preprint arXiv:2012.01551, 2020 - arxiv.org
In this paper we extend the x-vector framework for the task of speaker's age estimation and
gender classification. In particular, we replace the baseline multilayer-TDNN architecture …

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 …

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 …

Automatic speaker and age identification of children from raw speech using sincNet over ERB scale

K Radha, M Bansal, RB Pachori - Speech Communication, 2024 - Elsevier
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 …

[PDF][PDF] Estimating age in short utterances based on multi-class classification approach

AA Badr, AK Abdul-Hassan - Computers, Materials & Continua, 2021 - cdn.techscience.cn
Age estimation in short speech utterances finds many applications in daily life like human-
robot interaction, custom call routing, targeted marketing, user-profiling, etc. Despite the …

End-to-End Speaker Profiling Using 1D CNN Architectures and Filter Bank Initialization.

UH Jaid, AK AbdulHassan - International Journal of Online & …, 2023 - search.ebscohost.com
The automatic estimation of speaker characteristics, such as height, age, and gender, has
various applications in forensics, surveillance, customer service, and many human-robot …