Sami Wurm: Master's Recital
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FREE and Open to the Public
Exploring Neural Audio Coding Methods
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This week at the CCRMA Hearing Seminar Senyuan Fan and Prof. Marina Bosi claim that these implicit methods require less training data and achieve higher compression rates than other approaches. How do they do that?
Who: Senyuan Fan and Marina Bosi
What: Exploring Neural Audio Coding Methods
CCRMA Open House 2024 Day 2
Come see what we've been doing up at the Knoll!
Thursday, day 1 of the open house, will features lectures, hands-on demonstrations, posters, installations, and musical performances of recent CCRMA research.
Friday, Day 2 of the Open House, is based around perspectives of CCRMA's 50 year history
FULL PROGRAM
DIRECTIONS & ACCESSIBILITY
CCRMA Open House 2024 Day 1
Come see what we've been doing up at the Knoll!
Thursday: Join us for lectures, hands-on demonstrations, posters, installations, and musical performances of recent CCRMA research including sound synthesis, online music-making, data-driven research in music cognition, and a musical instrument petting zoo.
FULL PROGRAM
DIRECTIONS & ACCESSIBILITY
Senyuan Fan will Exploring Implicit Neural Audio Representation
Pulse Audition: Leveraging DNN-Based Speech Enhancement for Improved Communication in Assistive Listening Devices
![](https://ccrma.stanford.edu/sites/default/files/imagecache/thumbnail/user/rmichon/untitled_1.jpg)
This talk explores the evolution of Deep Neural Network (DNN) based approaches in speech enhancement and source separation. Beginning with a historical overview, it traces the progression from traditional methods to the current state-of-the-art techniques. Emphasizing the persistent challenge of speech intelligibility in noisy environments, the discussion transitions to the contemporary issue of inadequate performance in conventional hearing aids. The approach adopted by Pulse Audition of integrating DNN-based technologies into hearing assistance systems is then highlighted, presenting a promising avenue for significantly enhancing communication for individuals with hearing impairments.