Jinhua Liang

ACOUSTIC SCENE CLASSIFICATION BASED ON LIGHTWEIGHT CNN WITH EFFICIENT CONVOLUTIONS Technical Report

Guoqing Feng, Jinhua Liang, Biyun Ding, 2020 .

Channel Compression: Rethinking Information Redundancy Among Channels in CNN Architecture

Tao Zhang, Guoqing Feng, Jinhua Liang, 2020, IEEE Access.

Adapting Language-Audio Models as Few-Shot Audio Learners

Emmanouil Benetos, Wenwu Wang, Huy Phan, 2023, INTERSPEECH 2023.

Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition

Emmanouil Benetos, Huy Phan, Jinhua Liang, 2022, ArXiv.

WavJourney: Compositional Audio Creation with Large Language Models

Qiuqiang Kong, Wenwu Wang, Yin Cao, 2023, ArXiv.

Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition

Emmanouil Benetos, Huy Phan, Jinhua Liang, 2022, Workshop on Detection and Classification of Acoustic Scenes and Events.

Acoustic scene classification using deep CNN with fine-resolution feature

Tao Zhang, Jinhua Liang, Biyun Ding, 2020, Expert Syst. Appl..

Acoustic scene classification based on Mel spectrogram decomposition and model merging

Guoqing Feng, Tong An, Tao Zhang, 2021 .

Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study

Wenwu Wang, Jinhua Liang, Haohe Liu, 2023 .

Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities

Emmanouil Benetos, Jinhua Liang, Xubo Liu, 2023, 2312.00249.