Improving Text-Audio Retrieval by Text-Aware Attention Pooling and Prior Matrix Revised Loss

Author:

Xin Yifei1,Yang Dongchao1,Zou Yuexian1

Affiliation:

1. Peking University,School of ECE,Shenzhen,China

Publisher

IEEE

Reference22 articles.

1. On Metric Learning for Audio-Text Cross-Modal Retrieval

2. Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification

3. Take it easy: Relaxing contrastive ranking loss with cider;de gail;Tech Rep DCASE2022 Challenge Tech Rep,2022

4. A simple framework for contrastive learning of visual representations;chen;International Conference on Machine Learning,2020

5. Audiocaps: Generating captions for audios in the wild;kim;Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies,2019

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1. Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild;International Journal of Computer Vision;2024-02-23

3. WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

4. A Language-Based Solution to Enable Metaverse Retrieval;Lecture Notes in Computer Science;2024

5. Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval;2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI);2023-11-06

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