Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to
Overcome Microphone Variability in Speech Systems

Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems

27 March 2020

Anton Isopoussu

N. Bianchi-Berthouze

Nicholas D. Lane

Papers citing "Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems"

19 / 19 papers shown

Title
DIFFRENT: A Diffusion Model for Recording Environment Transfer of Speech Jae-Yeol Im Juhan Nam DiffM 18 3 0 16 Jan 2024
Microphone Conversion: Mitigating Device Variability in Sound Event Classification Myeonghoon Ryu Hongseok Oh Suji Lee Han Park 28 4 0 12 Jan 2024
MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition Jiaming Zhou Shiwan Zhao Ning Jiang Guoqing Zhao Yong Qin 17 7 0 22 Feb 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 18 11 0 30 Jan 2023
Indoor Smartphone SLAM with Learned Echoic Location Features W. Luo Qun Song Zhenyu Yan Rui Tan Guosheng Lin MDE 6 5 0 16 Oct 2022
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 11 7 0 14 Apr 2022
FRuDA: Framework for Distributed Adversarial Domain Adaptation Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 14 12 0 26 Dec 2021
SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices Chulhong Min Akhil Mathur Utku Günay Acer A. Montanari F. Kawsar 18 11 0 08 Sep 2021
An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion Sandipan Dhar N. D. Jana Swagatam Das 17 17 0 25 Apr 2021
PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems Wenjie Luo Zhenyu Yan Qun Song Rui Tan 19 13 0 31 Mar 2021
The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms Lorena Qendro Jagmohan Chauhan Alberto Gil C. P. Ramos Cecilia Mascolo 12 6 0 11 Feb 2021
Invariant Feature Learning for Sensor-based Human Activity Recognition Yujiao Hao Boyu Wang Rong Zheng 13 20 0 14 Dec 2020
SensiX: A Platform for Collaborative Machine Learning on the Edge Chulhong Min Akhil Mathur A. Montanari Utku Günay Acer F. Kawsar 16 3 0 04 Dec 2020
Neural Representations for Modeling Variation in Speech Martijn Bartelds Wietse de Vries Faraz Sanal Caitlin Richter M. Liberman Martijn B. Wieling SSL DRL 12 22 0 25 Nov 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 14 20 0 28 Oct 2020
MicAugment: One-shot Microphone Style Transfer Zalan Borsos Yunpeng Li Beat Gfeller Marco Tagliasacchi 6 4 0 19 Oct 2020
Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Akhil Mathur F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 11 13 0 06 Sep 2020
From Sound Representation to Model Robustness Mohamad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich AAML 4 6 0 27 Jul 2020
A Survey on Edge Performance Benchmarking Blesson Varghese Nan Wang David Bermbach Cheol-Ho Hong Eyal de Lara Weisong Shi Christopher Stewart 23 9 0 24 Apr 2020