Emotion-aware speaker identification with transfer learning

K Noh, H Jeong - IEEE Access, 2023 - ieeexplore.ieee.org
Speech is a natural communication method used by humans. Speaker identification (SI)
technology based on human speech has been used as an entry point for many human …

[PDF][PDF] An efficient text-independent speaker identification using feature fusion and transformer model

AA Khan, R Jahangir, R Alroobaea… - Comput. Mater …, 2023 - researchgate.net
Automatic Speaker Identification (ASI) involves the process of distinguishing an audio
stream associated with numerous speakers' utterances. Some common aspects, such as the …

Emotional speaker identification using PCAFCM-deepforest with fuzzy logic

AB Nassif, I Shahin, N Nemmour - Neural Computing and Applications, 2024 - Springer
Voice is perceived as a form of biometrics which communicates valuable and rich
information pertinent to an individual, such as his or her identity, gender, accent, age and …

Emotion Recognition from Speech Using Convolutional Neural Networks

B Mahfood, A Elnagar, F Kamalov - Proceedings of Data Analytics and …, 2023 - Springer
The human voice carries a great deal of useful information. This information can be utilized
in various areas such as call centers, security and medicine among many others. This work …

Unsupervised Arabic Speech Embedding Model for Speaker Identification

N Al Roken, A Hussain, I Shahin… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Speech modality has recently been explored at a large scale with the advancement of
computational capabilities, forensics applications, and the availability of big data …