Donald S. Williamson

52 posts

Donald S. Williamson

Donald S. Williamson

@TheASPIREGrpOSU

I am an associate professor in the Department of Computer Science and Engineering at The Ohio State University. I lead The ASPIRE Group.

Columbus, OH Katılım Haziran 2020
134 Takip Edilen114 Takipçiler
Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Congratulations to Sabid and the team on this great accomplishment! Winning the Best Paper Award @ACM_CUI is truly an honor! We're glad to be a part of this.
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Have you ever wondered if you value certain sound frequencies more than others, as they pertain to speech quality? If so, check out Junyi Fan's recent JASA journal publication. tinyurl.com/JASA-Frequency…
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Congratulations to @i_Nayem for successfully passing his Ph.D. dissertation defense today!
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Privacy and security are becoming increasingly more important, especially with the advent of AI in our devices. Our recent survey paper summaries different types of attacks and defense measures related to audio/speech privacy. Take a look: arxiv.org/abs/2309.15087
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
We're seeing how human feedback can be used to directly optimize LLMs. For speech enhancement, we show how human feedback can indirectly be used to improve performance. Check out our new IEEE paper about this. ieeexplore.ieee.org/document/10301…
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Check out Yuchen Liu's survey paper about privacy attacks and defenses for speech and audio. It's a good summary of what has been developed recently. arxiv.org/abs/2309.15087
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
Be sure to virtually attend the @IEEEsps webinar this afternoon, where Dr. Williamson will be discussing some of our work in the area of speech enhancement.
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IEEE Signal Processing Society
The SPS Webinar Series continues on 13 March when Dr. Donald Williamson presents "Utilizing Full Signal Reconstruction and Leveraging Perception for Deep Learning-Based Noisy Speech Enhancement." Register now: ieee.webex.com/weblink/regist…
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Donald S. Williamson
Donald S. Williamson@TheASPIREGrpOSU·
A pre-print of our approach that uses acoustic parameter estimation to help dereverberation performance is available on the arXiv. Congratulations to Yuying and Yuchen: arxiv.org/abs/2302.04932
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Jonathan Le Roux
Jonathan Le Roux@JonathanLeRoux·
As part of the Sound Demixing Challenge SDX 2023 @sounddemix, we have released our code for the "cocktail fork problem", separating soundtracks into music/speech/sound fx. This includes pre-trained model weights and full training and evaluation pipelines. github.com/merlresearch/c…
Jonathan Le Roux@JonathanLeRoux

We have a new paper out introducing the "cocktail fork problem", where we bite into a small chunk of the cocktail party problem by separating real-world soundtracks into 3 stems: music, speech, and sound effects. Example video and more details below. 👇🧵

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Donald S. Williamson retweetledi
IEEE Signal Processing Society
PROGRESS returns to #ICASSP2022, aiming to prepare students and junior researchers (especially women and underrepresented minority groups) to pursue academic careers in signal processing. Head to their website now to learn more and register today! bit.ly/3Ok26rM
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