Sep 14, 2024 · We introduce a language-free training scheme, requiring only unlabelled audio clips for TSE model training by utilizing the multi-modal representation ...
Sep 14, 2024 · By relaxing the need for parallel data, our method scales easily for large- scale training and outperforms previous supervised training schemes.
Sep 14, 2024 · This work introduces a language-free training scheme, requiring only unlabelled audio clips for TSE model training by utilizing the ...
Sep 16, 2024 · This research paper presents a novel approach for extracting target sounds from audio based on natural language queries, without requiring ...
Sep 17, 2024 · Language-queried target sound extraction (TSE) aims to extract specific sounds from mixtures based on language queries.
In a vanilla language-free training stage, target audio is encoded using the pre-trained CLAP audio encoder to form a condition embedding for the TSE model, ...
In a vanilla language-free training stage, target audio is encoded using the pre-trained CLAP audio encoder to form a condition embedding for the TSE model, ...
Sep 23, 2024 · This paper presents a novel approach for text-queried target sound extraction that leverages audio-only data and a pre-trained language-audio model.
Language-queried audio source separation (LASS) is the task of separating arbitrary sound sources using textual descriptions of the desired source.
Missing: Parallel | Show results with:Parallel
Language-Queried Target Sound Extraction Without Parallel Training Data ... language representation to extract target sound in single or multiple sound ...