Search Results for author: Hsin-Hung Chen

Found 2 papers, 1 papers with code

Music Instrument Classification Reprogrammed

1 code implementation15 Nov 2022 Hsin-Hung Chen, Alexander Lerch

The performance of approaches to Music Instrument Classification, a popular task in Music Information Retrieval, is often impacted and limited by the lack of availability of annotated data for training.

Classification Information Retrieval +2

Learning to Compensate: A Deep Neural Network Framework for 5G Power Amplifier Compensation

no code implementations15 Jun 2021 Po-Yu Chen, Hao Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hantao Huang, Hsin-Hung Chen, Sheng-Hong Yan, Wei-Lun Ou, Chia-Ming Cheng

In the proposed framework, Deep Neural Networks (DNNs) are used to learn the characteristics of the PAs, while, correspondent Digital Pre-Distortions (DPDs) are also learned to compensate for the nonlinear and memory effects of PAs.

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