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Ashish Sardana

2 accepted papers

2022

Learning to Predict Speech in Silent Videos Via Audiovisual Analogy

ICASSP 2022accepted

Lipreading is a difficult task, even for humans. And synthesizing the original speech waveform from lipreading makes it even a more challenging problem. Towards this end, we present a deep learning framework that can be trained end-to-end to learn the mapping between the auditory and visual signals.…

Cited by 0Source ↗Scholar ↗
2021

Speech Prediction in Silent Videos Using Variational Autoencoders

ICASSP 2021accepted

Understanding the relationship between the auditory and visual signals is crucial for many different applications ranging from computer-generated imagery (CGI) and video editing automation to assisting people with hearing or visual impairments. However, this is challenging since the distribution of…

Cited by 0Source ↗Scholar ↗