Robust voice activity detection using DNN approaches

• 主要作者: Parashar Kshitij
• 其他作者: Chng Eng Siong
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: 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
• 在線閱讀: https://hdl.handle.net/10356/175226
• 機構: Nanyang Technological University

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...