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ORCIDChandan K. A. Reddy
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- affiliation: Microsoft Corporation, Redmond, WA, USA
- affiliation (PhD): University of Texas at Dallas, TX, USA
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Journal Articles
- 2019
[j2]Gautam Shreedhar Bhat
, Nikhil Shankar, Chandan K. A. Reddy, Issa M. S. Panahi:
A Real-Time Convolutional Neural Network Based Speech Enhancement for Hearing Impaired Listeners Using Smartphone. IEEE Access 7: 78421-78433 (2019)- 2017
- [j1]Chandan K. A. Reddy, Nikhil Shankar, Gautam Shreedhar Bhat, Ram Charan, Issa M. S. Panahi:
An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device. IEEE Signal Process. Lett. 24(11): 1601-1605 (2017)
Conference and Workshop Papers
- 2024
- [c25]Xinyu Liang, Fredrik Cumlin, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee:
DeePMOS-$\mathcal{B}$: Deep Posterior Mean-Opinion-Score Using Beta Distribution. EUSIPCO 2024: 416-420 - 2023
- [c24]Xavier Gitiaux, Aditya Khant, Ebrahim Beyrami, Chandan K. A. Reddy, Jayant Gupchup, Ross Cutler:
AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement. ICASSP 2023: 1-5 - 2022
- [c23]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler:
Dnsmos P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors. ICASSP 2022: 886-890 - [c22]Chandan K. A. Reddy, Vishak Gopal, Harishchandra Dubey, Ross Cutler, Sergiy Matusevych, Robert Aichner:
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection. INTERSPEECH 2022: 4162-4166 - [c21]Michael Chinen, Jan Skoglund, Chandan K. A. Reddy, Alessandro Ragano, Andrew Hines:
Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset. INTERSPEECH 2022: 4531-4535 - 2021
- [c20]Sebastian Braun, Hannes Gamper, Chandan K. A. Reddy, Ivan Tashev:
Towards Efficient Models for Real-Time Deep Noise Suppression. ICASSP 2021: 656-660 - [c19]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler:
Dnsmos: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors. ICASSP 2021: 6493-6497 - [c18]Chandan K. A. Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan:
ICASSP 2021 Deep Noise Suppression Challenge. ICASSP 2021: 6623-6627 - [c17]Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan:
INTERSPEECH 2021 Deep Noise Suppression Challenge. Interspeech 2021: 2796-2800 - 2020
- [c16]Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev:
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement. ICASSP 2020: 871-875 - [c15]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke:
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results. INTERSPEECH 2020: 2492-2496 - 2019
- [c14]Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke:
Non-intrusive Speech Quality Assessment Using Neural Networks. ICASSP 2019: 631-635 - [c13]Chandan K. A. Reddy, Ebrahim Beyrami, Jamie Pool, Ross Cutler, Sriram Srinivasan, Johannes Gehrke:
A Scalable Noisy Speech Dataset and Online Subjective Test Framework. INTERSPEECH 2019: 1816-1820 - [c12]Chandan K. A. Reddy, Ross Cutler, Johannes Gehrke:
Supervised Classifiers for Audio Impairments with Noisy Labels. INTERSPEECH 2019: 2573-2577 - [c11]Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan J. Tashev, Johannes Gehrke:
Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network. WASPAA 2019: 85-89 - 2018
- [c10]Nikhil Shankar, Abdullah Kucuk, Chandan K. A. Reddy, Gautam Shreedhar Bhat, Issa M. S. Panahi:
Influence of MVDR beamformer on a Speech Enhancement based Smartphone application for Hearing Aids. EMBC 2018: 417-420 - [c9]Gautam Shreedhar Bhat, Chandan K. A. Reddy:
Smartphone based real-time super Gaussian single microphone Speech Enhancement to improve intelligibility for hearing aid users using formant information. EMBC 2018: 5503-5506 - 2017
- [c8]Issa M. S. Panahi, Chandan K. A. Reddy, Linda Thibodeau:
Noise suppression and speech enhancement for hearing aid applications using smartphones. ACSSC 2017: 1890-1894 - [c7]Chandan K. A. Reddy, Anshuman Ganguly, Issa M. S. Panahi:
ICA based single microphone Blind Speech Separation technique using non-linear estimation of speech. ICASSP 2017: 5570-5574 - 2016
- [c6]Chandan K. A. Reddy, Yiya Hao, Issa M. S. Panahi:
Two microphones spectral-coherence based speech enhancement for hearing aids using smartphone as an assistive device. EMBC 2016: 3670-3673 - [c5]Chetan Vahanesa, Chandan K. A. Reddy, Issa M. S. Panahi:
Improving quality and intelligibility of speech using single microphone for the broadband fMRI noise at low SNR. EMBC 2016: 3674-3678 - [c4]Anshuman Ganguly, Chandan K. A. Reddy, Yiya Hao, Issa M. S. Panahi:
Improving Sound Localization for Hearing Aid Devices Using Smartphone Assisted Technology. SiPS 2016: 165-170 - 2015
- [c3]Yu Rao, Chetan Vahanesa, Chandan K. A. Reddy, Issa M. S. Panahi:
Two-stage data-driven single channel speech enhancement with cepstral analysis pre-processing. GlobalSIP 2015: 702-706 - [c2]Chandan K. A. Reddy, Vahid Montazeri, Yu Rao, Issa M. S. Panahi:
Single channel speech enhancement technique for low SNR quasi-periodic noise based on reduced order linear prediction. GlobalSIP 2015: 712-716 - [c1]Anshuman Ganguly, Chandan K. A. Reddy, Issa M. S. Panahi:
Improved Parallel Feedback Active noise control using linear prediction for adaptive noise decomposition. ICASSP 2015: 664-668
Informal and Other Publications
- 2024
- [i16]Artem Dementyev, Chandan K. A. Reddy, Scott Wisdom, Navin Chatlani, John R. Hershey, Richard F. Lyon:
Towards sub-millisecond latency real-time speech enhancement models on hearables. CoRR abs/2409.18239 (2024) - 2022
- [i15]Michael Chinen, Jan Skoglund, Chandan K. A. Reddy, Alessandro Ragano, Andrew Hines:
Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset. CoRR abs/2209.06358 (2022) - 2021
- [i14]Chandan K. A. Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Asokan Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan:
Interspeech 2021 Deep Noise Suppression Challenge. CoRR abs/2101.01902 (2021) - [i13]Sebastian Braun, Hannes Gamper, Chandan K. A. Reddy, Ivan Tashev:
Towards efficient models for real-time deep noise suppression. CoRR abs/2101.09249 (2021) - [i12]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler:
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors. CoRR abs/2110.01763 (2021) - [i11]Chandan K. A. Reddy, Vishak Gopal, Harishchandra Dubey, Sergiy Matusevych, Ross Cutler, Robert Aichner:
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection. CoRR abs/2110.04331 (2021) - [i10]Xavier Gitiaux, Aditya Khant, Chandan K. A. Reddy, Jayant Gupchup, Ross Cutler:
Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications. CoRR abs/2110.04391 (2021) - 2020
- [i9]Chandan K. A. Reddy, Ebrahim Beyrami, Harishchandra Dubey, Vishak Gopal, Roger Cheng, Ross Cutler, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke:
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework. CoRR abs/2001.08662 (2020) - [i8]Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev:
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement. CoRR abs/2001.10601 (2020) - [i7]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke:
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results. CoRR abs/2005.13981 (2020) - [i6]Chandan K. A. Reddy, Vishak Gopal, Ross Cutler:
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors. CoRR abs/2010.15258 (2020) - 2019
- [i5]Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke:
Non-intrusive speech quality assessment using neural networks. CoRR abs/1903.06908 (2019) - [i4]Chandan K. A. Reddy, Ross Cutler, Johannes Gehrke:
Supervised Classifiers for Audio Impairments with Noisy Labels. CoRR abs/1907.01742 (2019) - [i3]Chandan K. A. Reddy, Ebrahim Beyrami, Jamie Pool, Ross Cutler, Sriram Srinivasan, Johannes Gehrke:
A scalable noisy speech dataset and online subjective test framework. CoRR abs/1909.08050 (2019) - 2018
- [i2]Chandan K. A. Reddy, Gautam Shreedhar Bhat, Nikhil Shankar, Issa M. S. Panahi:
A Computationally Efficient and Practically Feasible Two Microphones Blind Speech Separation Method. CoRR abs/1812.03914 (2018) - [i1]Chandan K. A. Reddy, Nikhil Shankar, Gautam Shreedhar Bhat, Ram Charan, Issa M. S. Panahi:
An individualized super Gaussian single microphone Speech Enhancement for hearing aid users with smartphone as an assistive device. CoRR abs/1812.03916 (2018)
Coauthor Index
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