Search Results for author: Jinhua Liang

Found 5 papers, 2 papers with code

WavJourney: Compositional Audio Creation with Large Language Models

1 code implementation26 Jul 2023 Xubo Liu, Zhongkai Zhu, Haohe Liu, Yi Yuan, Meng Cui, Qiushi Huang, Jinhua Liang, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang

Subjective evaluations demonstrate the potential of WavJourney in crafting engaging storytelling audio content from text.

Audio Generation

Adapting Language-Audio Models as Few-Shot Audio Learners

no code implementations28 May 2023 Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang

We presented the Treff adapter, a training-efficient adapter for CLAP, to boost zero-shot classification performance by making use of a small set of labelled data.

Audio Classification Classification +2

Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture

no code implementations2 Jul 2020 Jinhua Liang, Tao Zhang, Guoqing Feng

Aiming at channel compression, a novel convolutional construction named compact convolution is proposed to embrace the progress in spatial convolution, channel grouping and pooling operation.

Acoustic Scene Classification Event Detection +4

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