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Section: New Software and Platforms
Audio Cue Extractor Library
Functional Description: This module extracts auditory cues from the raw audio streams. The interaural time difference (ITD) is estimated using cross-correlation methods.
Overall Objectives
Research Program
New Software and Platforms
New Results
- Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function
- Speech Denoising and Enhancement with LTSMs
- Multichannel Speech Enhancement with Variational Auto-Encoder
- Audio-visual Speech Enhancement with Conditional Variational Auto-Encoder
- Variational Bayesian Inference of Audio-visual Speaker Tracking
- Detection, Localization and Tracking of Multiple Audio Sources
- The Kinovis Multiple-Speaker Tracking Datasets
- Deep Regression
- Deep Reinforcement Learning for Audio-Visual Robot Control
Partnerships and Cooperations
Bibliography
Overall Objectives
Research Program
New Software and Platforms
New Results
- Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function
- Speech Denoising and Enhancement with LTSMs
- Multichannel Speech Enhancement with Variational Auto-Encoder
- Audio-visual Speech Enhancement with Conditional Variational Auto-Encoder
- Variational Bayesian Inference of Audio-visual Speaker Tracking
- Detection, Localization and Tracking of Multiple Audio Sources
- The Kinovis Multiple-Speaker Tracking Datasets
- Deep Regression
- Deep Reinforcement Learning for Audio-Visual Robot Control
Partnerships and Cooperations
Bibliography