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Zero-shot Audio Source Separation through Query-based Learning from
  Weakly-labeled Data

Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data

15 December 2021
Ke Chen
Xingjian Du
Bilei Zhu
Zejun Ma
Taylor Berg-Kirkpatrick
Shlomo Dubnov
ArXivPDFHTML

Papers citing "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data"

10 / 10 papers shown
Title
Audio Prompt Tuning for Universal Sound Separation
Audio Prompt Tuning for Universal Sound Separation
Yuzhuo Liu
Xubo Liu
Yan Zhao
Yuanyuan Wang
Rui Xia
Pingchuan Tain
Yuxuan Wang
VLM
31
5
0
30 Nov 2023
Benchmarks and leaderboards for sound demixing tasks
Benchmarks and leaderboards for sound demixing tasks
R. Solovyev
A. Stempkovskiy
T. Habruseva
19
7
0
12 May 2023
Universal Source Separation with Weakly Labelled Data
Universal Source Separation with Weakly Labelled Data
Qiuqiang Kong
K. Chen
Haohe Liu
Xingjian Du
Taylor Berg-Kirkpatrick
Shlomo Dubnov
Mark D. Plumbley
18
17
0
11 May 2023
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled
  Videos
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
Hao-Wen Dong
Naoya Takahashi
Yuki Mitsufuji
Julian McAuley
Taylor Berg-Kirkpatrick
VLM
CLIP
23
24
0
14 Dec 2022
Text-Driven Separation of Arbitrary Sounds
Text-Driven Separation of Arbitrary Sounds
Kevin Kilgour
Beat Gfeller
Qingqing Huang
A. Jansen
Scott Wisdom
Marco Tagliasacchi
22
30
0
12 Apr 2022
SoundBeam: Target sound extraction conditioned on sound-class labels and
  enrollment clues for increased performance and continuous learning
SoundBeam: Target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning
Marc Delcroix
Jorge Bennasar Vázquez
Tsubasa Ochiai
K. Kinoshita
Yasunori Ohishi
S. Araki
VLM
22
31
0
08 Apr 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
118
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
101
144
0
02 Feb 2021
Source separation with weakly labelled data: An approach to
  computational auditory scene analysis
Source separation with weakly labelled data: An approach to computational auditory scene analysis
Qiuqiang Kong
Yuxuan Wang
Xuchen Song
Yin Cao
Wenwu Wang
Mark D. Plumbley
19
47
0
06 Feb 2020
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source
  Separation
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation
Daniel Stoller
Sebastian Ewert
S. Dixon
AI4TS
104
588
0
08 Jun 2018
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