31 citations · 49 across the 4 of their papers we have counts for
5 papers
AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection
Joseph Roth, Sourish Chaudhuri, Ondrej Klejch +8
Active speaker detection is an important component in video analysis algorithms for applications such as speaker diarization, video re-targeting for meetings, speech enhancement, a…
AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies
Sourish Chaudhuri, Joseph Roth, Daniel P. W. Ellis +8
Speech activity detection (or endpointing) is an important processing step for applications such as speech recognition, language identification and speaker diarization. Both audio-…
Putting a Face to the Voice: Fusing Audio and Visual Signals Across a Video to Determine Speakers
Ken Hoover, Sourish Chaudhuri, Caroline Pantofaru +2
In this paper, we present a system that associates faces with voices in a video by fusing information from the audio and visual signals. The thesis underlying our work is that an e…
CNN Architectures for Large-Scale Audio Classification
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis +10
Convolutional Neural Networks (CNNs) have proven very effective in image classification and show promise for audio. We use various CNN architectures to classify the soundtracks of…
Plagiarism Detection in Polyphonic Music using Monaural Signal Separation
Soham De, Indradyumna Roy, Tarunima Prabhakar +4
Given the large number of new musical tracks released each year, automated approaches to plagiarism detection are essential to help us track potential violations of copyright. Most…