In this paper we propose and analyse a large margin fine-tuning strategy and a quality- aware score calibration in text-independent speaker verification. Large margin fine-tuning is …
Speaker recognition has emerged as an important field over the past several decades and has evolved over time. This work is attempted to investigate speaker verification (SV) …
D Cai, M Li - IEEE/ACM Transactions on Audio, Speech, and …, 2024 - ieeexplore.ieee.org
This paper focuses on the application of Conformers in speaker verification. Conformers, initially designed for Automatic Speech Recognition (ASR), excel at modeling both local and …
The VoxCeleb Speaker Recognition Challenges (VoxSRC) were a series of challenges and workshops that ran annually from 2019 to 2023. The challenges primarily evaluated the …
L Ferrer, M McLaren, N Brümmer - Computer Speech & Language, 2022 - Elsevier
In this paper, we address the problem of speaker verification in conditions unseen or unknown during development. A standard method for speaker verification consists of …
This book will help readers understand fundamental and advanced statistical models and deep learning models for robust speaker recognition and domain adaptation. This useful …
In this paper, a new approach for age estimation from speech signals based on i-vectors is proposed. In this method, each utterance is modeled by its corresponding i-vector. Then, a …
N Shokouhi, JHL Hansen - IEEE/ACM Transactions on Audio …, 2017 - ieeexplore.ieee.org
Overlapped speech is referred to a monophonic audio signal in which at least two speakers are present at the same time. In this study, the focus is on distinguishing overlapped from …
The purpose of forensic voice comparison is to assist a court of law in deciding whether the voices on two (or more) recordings were produced by the same speaker or by different …