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06/24/2023
Kernel Support Vector Machine Classifiers with the ℓ_0-Norm Hinge Loss
Support Vector Machine (SVM) has been one of the most successful machine...
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06/23/2023
The Proximal Operator of the Piece-wise Exponential Function and Its Application in Compressed Sensing
This paper characterizes the proximal operator of the piece-wise exponen...
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12/19/2021
Multi-turn RNN-T for streaming recognition of multi-party speech
Automatic speech recognition (ASR) of single channel far-field recording...
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06/14/2021
SynthASR: Unlocking Synthetic Data for Speech Recognition
End-to-end (E2E) automatic speech recognition (ASR) models have recently...
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11/25/2020
Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio
Bootstrapping speech recognition on limited data resources has been an a...
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11/23/2020
Streaming Multi-speaker ASR with RNN-T
Recent research shows end-to-end ASR systems can recognize overlapped sp...
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11/23/2020
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems
Today, many state-of-the-art automatic speech recognition (ASR) systems ...
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04/30/2018
Equivalent Lipschitz surrogates for zero-norm and rank optimization problems
This paper proposes a mechanism to produce equivalent Lipschitz surrogat...
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12/21/2015