Papers with low-resource speech ecosystem
Thesis Proposal: Development of End-to-End Speech Translation Models for Indian Languages (2026.eacl-srw)
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| Challenge: | Existing approaches to speech-to-speech translation rely on cascaded pipelines . current approaches rely only on text representations, but they suffer from errors and latency . a new direct speech translation framework is proposed to bridge linguistic gaps . |
| Approach: | They propose a sequence-to-sequence direct speech translation framework that can translate speech from one Indian language to another without relying on intermediate text representations. |
| Outcome: | The proposed framework can translate speech from one Indian language to another without relying on intermediate text representations. |