Can I read Self-Supervised Audio Learning for Mobile on EtoBox?
Self-Supervised Audio Learning for Mobile by Chaithra Reddy is a document available to read on EtoBox.
What is Self-Supervised Audio Learning for Mobile about?
The document presents self-supervised audio representation learning methods designed for mobile devices, focusing on learning general-purpose audio embeddings through temporal context in the spectrogram domain. Two main methods, Audio2Vec and TemporalGap, are proposed to reconstruct audio segments and estimate temporal gaps, respectively, using small encoder architectures suitable for mobile deployment. The evaluation demonstrates that the self-supervised models can produce high-quality embeddings that appr
- Author
- Chaithra Reddy
- Language
- EN