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06/22/2023
AudioPaLM: A Large Language Model That Can Speak and Listen
We introduce AudioPaLM, a large language model for speech understanding ...
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03/29/2022
CycleGAN-Based Unpaired Speech Dereverberation
Typically, neural network-based speech dereverberation models are traine...
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03/29/2022
Disentangling speech from surroundings in a neural audio codec
We present a method to separate speech signals from noisy environments i...
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01/21/2021
LEAF: A Learnable Frontend for Audio Classification
Mel-filterbanks are fixed, engineered audio features which emulate human...
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02/25/2020
Towards Learning a Universal Non-Semantic Representation of Speech
The ultimate goal of transfer learning is to reduce labeled data require...
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10/25/2019
Learning audio representations via phase prediction
We learn audio representations by solving a novel self-supervised learni...
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05/24/2019