About me

I am a Ph.D. candidate at the faculty of Eatctrical & Computer Engineering of the Technion under the supervision of Prof. Joseph Keshet.
My research interests are in machine learning and deep learning, specifically in their applications to speech processing and recognition. Recently, I have been working on handling out-of-distribution signals and utilizing represenation of self-supervised learning models for different applications.



Publications

“Uncertainty Modeling for Out-of-Distribution Generalization with Patches in the domain of speech,”
Bronya R. Chernyak, Yael Segal, Yosi Shrem and Joseph Keshet,
Interspeech 2024 (under submission).

“A perceptual similarity space for first- and second-language speech based on self- supervised speech representations,”
Bronya Roni Chernyak, Ann R. Bradlow, Joseph Keshet, and Matthew Goldrick
Journal of the Acoustical Society of America 2024 (under review).

“Automatic recognition of second language speech-in-noise”
Seung-Eun Kim, Bronya R. Chernyak, Olga Seleznova, Joseph Keshet, Matthew Goldrick, and Ann R. Bradlow
The Journal of the Acoustical Society of America 2024 (accepted for publication).

“DeepFry: Identifying Vocal Fry Using Deep Neural Networks”
Bronya Roni Chernyak, Talia Ben Simon, Yael Segal, Jeremy Steffman, Eleanor Chodroff, Jennifer S. Cole, Joseph Keshet
Interspeech 2022.
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“Constant Random Perturbations Provide Adversarial Robustness with Minimal Effect on Accuracy.”
Bronya Roni Chernyak, Bhiksha Raj, Tamir Hazan, Joseph Keshet.
Workshop of RobustML ICLR 2021.
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