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Jonathan-Greif / QBV

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This repository provides the code for "Improving Query-by-Vocal Imitation with Contrastive Learning and Audio Pretraining", presented at DCASE 2024. The paper addresses the challenge of audio retrieval using vocal imitations as queries, proposing a dual encoder architecture that leverages pretrained CNNs and an adapted NT-Xent loss for fine-tuning.

dual-encoder contrastive-learning audio-retrieval vocal-imitation qbv
  • Updated Jan 6, 2025
  • Python

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