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08/23/2023
CED: Consistent ensemble distillation for audio tagging
Augmentation and knowledge distillation (KD) are well-established techni...
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06/28/2023
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information
Previously, Target Speaker Extraction (TSE) has yielded outstanding perf...
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06/25/2023
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction
Visual information can serve as an effective cue for target speaker extr...
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05/30/2023
Understanding temporally weakly supervised training: A case study for keyword spotting
The currently most prominent algorithm to train keyword spotting (KWS) m...
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05/29/2023
Streaming Audio Transformers for Online Audio Tagging
Transformers have emerged as a prominent model framework for audio taggi...
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03/03/2023
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers
Keyword spotting (KWS) is a core human-machine-interaction front-end tas...
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09/30/2022
An empirical study of weakly supervised audio tagging embeddings for general audio representations
We study the usability of pre-trained weakly supervised audio tagging (A...
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09/23/2022
UniKW-AT: Unified Keyword Spotting and Audio Tagging
Within the audio research community and the industry, keyword spotting (...
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04/28/2022
Pseudo strong labels for large scale weakly supervised audio tagging
Large-scale audio tagging datasets inevitably contain imperfect labels, ...
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06/13/2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio
This paper introduces GigaSpeech, an evolving, multi-domain English spee...
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04/03/2021
speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment
This paper introduces a new open-source speech corpus named "speechocean...
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11/09/2020