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Ontology-aware Learning and Evaluation for Audio Tagging

Ontology-aware Learning and Evaluation for Audio Tagging

22 November 2022
Haohe Liu
Qiuqiang Kong
Xubo Liu
Xinhao Mei
Wenwu Wang
Mark D. Plumbley
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Papers citing "Ontology-aware Learning and Evaluation for Audio Tagging"

5 / 5 papers shown
Title
Semantic Proximity Alignment: Towards Human Perception-consistent Audio
  Tagging by Aligning with Label Text Description
Semantic Proximity Alignment: Towards Human Perception-consistent Audio Tagging by Aligning with Label Text Description
Youbin Jeon
Yanzhen Ren
VLM
34
0
0
28 Sep 2023
Learning Temporal Resolution in Spectrogram for Audio Classification
Learning Temporal Resolution in Spectrogram for Audio Classification
Haohe Liu
Xubo Liu
Qiuqiang Kong
Wenwu Wang
Mark D. Plumbley
34
7
0
04 Oct 2022
Simple Pooling Front-ends For Efficient Audio Classification
Simple Pooling Front-ends For Efficient Audio Classification
Xubo Liu
Haohe Liu
Qiuqiang Kong
Xinhao Mei
Mark D. Plumbley
Wenwu Wang
46
16
0
03 Oct 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound
  Classification and Detection
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection
Ke Chen
Xingjian Du
Bilei Zhu
Zejun Ma
Taylor Berg-Kirkpatrick
Shlomo Dubnov
ViT
121
264
0
02 Feb 2022
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and
  Aggregation
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation
Yuan Gong
Yu-An Chung
James R. Glass
VLM
104
144
0
02 Feb 2021
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