Papers by Jeena J Prakash
Unifying Streaming and Non-streaming Zipformer-based ASR (2025.acl-industry)
Copied to clipboard
Bidisha Sharma, Karthik Pandia D S, Shankar Venkatesan, Jeena J Prakash, Shashi Kumar, Malolan Chetlur, Andreas Stolcke
| Challenge: | Existing frameworks for streaming and non-streaming ASR models have been used to reduce development, training and deployment costs. |
| Approach: | They propose to use dynamic right-context through chunked attention masking to train zipformer-based ASR models. |
| Outcome: | The proposed framework reduces word error by relative 7.9% with a small degradation in user-perceived latency. |