Multimodal age and gender estimation for adaptive human-robot interaction: A systematic literature review
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 …
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 …
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
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 …
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
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 …
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 …
gender classification. In particular, we replace the baseline multilayer-TDNN architecture …
Nisp: A multi-lingual multi-accent dataset for speaker profiling
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 …
about the speaker characteristics, which falls into the broad category of speaker profiling …
Speaker profiling based on the short-term acoustic features of vowels
Speech samples can provide valuable information regarding speaker characteristics,
including their social backgrounds. Accent variations with speaker backgrounds reflect …
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
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 …
[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 …
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 …
various applications in forensics, surveillance, customer service, and many human-robot …