"Xie, Huang" - Selaus tekijän mukaan TUNICRIS-julkaisut
Viitteet 1-7 / 7
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Crowdsourcing and Evaluating Text-Based Audio Retrieval Relevances
(Tampere University, 2023)
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Language-based Audio Retrieval Task in DCASE 2022 Challenge
(DCASE, 2022)
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On Negative Sampling for Contrastive Audio-Text Retrieval
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE, 2023)
conferenceObjectThis paper investigates negative sampling for contrastive learning in the context of audio-text retrieval. The strategy for negative sampling refers to selecting negatives (either audio clips or textual descriptions) from ... -
Unsupervised Audio-Caption Aligning Learns Correspondences between Individual Sound Events and Textual Phrases
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE, 05 / 2022)
conferenceObjectWe investigate unsupervised learning of correspondences between sound events and textual phrases through aligning audio clips with textual captions describing the content of a whole audio clip. We align originally unaligned ... -
Zero-Shot Audio Classification using Image Embeddings
European Signal Processing Conference (IEEE, 2022)
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Zero-Shot Audio Classification Via Semantic Embeddings
(2021)
articleIn this paper, we study zero-shot learning in audio classification via semantic embeddings extracted from textual labels and sentence descriptions of sound classes. Our goal is to obtain a classifier that is capable of ... -
Zero-shot audio classification with factored linear and nonlinear acoustic-semantic projections
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE, 2021)
conferenceObjectIn this paper, we study zero-shot learning in audio classification through factored linear and nonlinear acoustic-semantic projections between audio instances and sound classes. Zero-shot learning in audio classification ...
