Robust voice activity detection using DNN approaches

Robust voice activity detection using DNN approaches

Voice activity detection (VAD) is a pivotal component in various speech processing applications, playing a crucial role in tasks such as speech recognition, speaker diarization, and noise suppression. Recognizing its significance, this thesis delves into the exploration of advancements in single-cha...

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Bibliographic Details
Main Author: Parashar Kshitij
Other Authors: Chng Eng Siong
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Voice activity detection
Single channel audio
Machine learning
Deep learning
Artificial intelligence
Pyannote
Silero
Marblenet
Speech activity detection
Hyperparameter tuning
Open neural network exchange
Kaldi toolkit
Online Access:https://hdl.handle.net/10356/175226

Internet

https://hdl.handle.net/10356/175226

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