In this work, we propose a novel and personalized text-to-sound generation approach with visual alignment based on latent diffusion models, namely DiffAVA, that can simply fine-tune lightweight visual-text alignment modules with frozen modality-specific encoders to update visual-aligned text embeddings as the condition ...
May 22, 2023 · Abstract:Text-to-audio (TTA) generation is a recent popular problem that aims to synthesize general audio given text descriptions.
DiffAVA: Personalized Text-to-Audio Generation with Visual Alignment
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We propose a novel TTA generation approach based on LDMs personalized with visual alignment, named DiffAVA, which consists of two main modules, Visual-aligned ...
We propose a novel TTA generation approach based on LDMs personalized with visual alignment, named DiffAVA, which consists of two main modules, Visual-aligned ...
Automatic Speech Recognition · Automatic Speech Recognition (ASR) +1 · Paper · Add Code · DiffAVA: Personalized Text-to-Audio Generation with Visual Alignment.
DiffAVA: Personalized Text-to-Audio Generation with Visual Alignment ... This work proposes a novel and personalized text-to-sound generation approach with ...
Jun 19, 2023 · DiffAVA: Personalized Text-to-Audio Generation with Visual Alignment ; AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene ...
This often results in discernible audio-visual mismatches. To bridge this gap, we introduce a groundbreaking benchmark for Text-to-Audio generation that aligns ...
DiffAVA: Personalized Text-to-Audio Generation with Visual Alignment. Shentong Mo, Jing Shi, Yapeng Tian. arXiv 2023. Paper. 2023-05-22. 2023-05-22. U-DiT TTS: ...
Jul 10, 2024 · This paper explores a novel VTA-LDM framework for generating audio from silent video inputs using advanced vision encoders and latent ...