Search Results for author: Shuhua Zhang

Found 5 papers, 0 papers with code

The mean-variance portfolio selection based on the average and current profitability of the risky asset

no code implementations15 Aug 2024 Yu Li, Yuhan Wu, Shuhua Zhang

We study the continuous-time pre-commitment mean-variance portfolio selection in a time-varying financial market.

Application of Knowledge Distillation to Multi-task Speech Representation Learning

no code implementations29 Oct 2022 Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser

Model architectures such as wav2vec 2. 0 and HuBERT have been proposed to learn speech representations from audio waveforms in a self-supervised manner.

Keyword Spotting Knowledge Distillation +5

Multi-task Voice Activated Framework using Self-supervised Learning

no code implementations3 Oct 2021 Shehzeen Hussain, Van Nguyen, Shuhua Zhang, Erik Visser

Finally, we extend our framework to perform multi-task learning by jointly optimizing the network parameters on multiple voice activated tasks using a shared transformer backbone.

Emotion Classification Keyword Spotting +5

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