Robust Voice Activity Detection using DNN Approaches

This is my Final Year Project (Project ID SCSE23-0748) under the supervision of Assoc. Prof. Chng Eng Siong at Nanyang Technological University, Singapore.

My report can be accessed at: https://hdl.handle.net/10356/175226.

Voice Activity Detection (VAD) Models Analysed

1. Pyannote (official repository) (paper)
2. Silero (official repository)
3. MarbleNet (paper)

Datasets used for Training and Evaluation

1. DIHARD III
2. AliMeeting
   • Far field Train set
   • Eval set

My Work

1. Pyannote
2. Silero
3. MarbleNet
   • Non Streaming
   • Streaming

Parashar Kshitij (2024). Robust voice activity detection using DNN approaches. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175226