DNN Archives - Computational Audiology

Read more about the article Recovering speech intelligibility for cochlear implants in noisy and reverberant situations using multi-microphone deep learning algorithms

Recovering speech intelligibility for cochlear implants in noisy and reverberant situations using multi-microphone deep learning algorithms

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Post published:June 9, 2023
Post category:Cochlear Implant DNN Speech Enhancement VCCA2023 ABSTRACTs

Coping with noise and reverberation using multi-channel speech enhancement DNN algorithms for cochlear implants

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Read more about the article IndivHear: An Individualized Adaptive Deep Learning-Based Hearing Aid

IndivHear: An Individualized Adaptive Deep Learning-Based Hearing Aid

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Post published:June 9, 2023
Post category:DNN VCCA2023 ABSTRACTs

IndivHear is a deep reinforcement-learning-based hearing aid focussed on the complex nature of individual hearing losses

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Read more about the article Having choices for enhancing voices: Target speaker extraction in noisy multi-talker environments using deep neural networks

Having choices for enhancing voices: Target speaker extraction in noisy multi-talker environments using deep neural networks

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Post published:June 9, 2023
Post category:DNN Speech Enhancement VCCA2023 ABSTRACTs

Target speaker-informed speech enhancement approaches can enhance speech perception in noisy multi-talker environments

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A WaveNet-based cochlear filtering and hair cell transduction model for applications in speech and music processing

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Post published:June 8, 2023
Post category:Cochlear Model DNN Music VCCA2023 ABSTRACTs

WaveNet-based auditory model approximation is accurate, computationally efficient, and differentiable.

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