Search Results for author: Haozhe Shan

Found 3 papers, 0 papers with code

Augmenting conformers with structured state-space sequence models for online speech recognition

no code implementations15 Sep 2023 Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara Sainath

Online speech recognition, where the model only accesses context to the left, is an important and challenging use case for ASR systems.

speech-recognition Speech Recognition

A Theory of Neural Tangent Kernel Alignment and Its Influence on Training

no code implementations29 May 2021 Haozhe Shan, Blake Bordelon

In this work, we seek to theoretically understand kernel alignment, a prominent and ubiquitous structural change that aligns the NTK with the target function.

Unsupervised identification of rat behavioral motifs across timescales

no code implementations11 Jul 2017 Haozhe Shan, Peggy Mason

We found that these rats had distinct motif repertoires, suggesting that motif usage statistics can be used to infer internal states of rats.

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