Search Results for author: Chandan K A Reddy

Found 4 papers, 2 papers with code

DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors

1 code implementation5 Oct 2021 Chandan K A Reddy, Vishak Gopal, Ross Cutler

In this work, we train an objective metric based on P. 835 human ratings that outputs 3 scores: i) speech quality (SIG), ii) background noise quality (BAK), and iii) the overall quality (OVRL) of the audio.

Interspeech 2021 Deep Noise Suppression Challenge

2 code implementations6 Jan 2021 Chandan K A Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan

In this version of the challenge organized at INTERSPEECH 2021, we are expanding both our training and test datasets to accommodate full band scenarios.

Denoising

DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors

no code implementations28 Oct 2020 Chandan K A Reddy, Vishak Gopal, Ross Cutler

The no-reference approaches correlate poorly with human ratings and are not widely adopted in the research community.

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