Papers by Farhan Tanvir Utshaw
Improving End-to-End Bangla Speech Recognition with Semi-supervised Training (2020.findings-emnlp)
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| Challenge: | Existing methods to train speech recognition systems require large annotated corpus. |
| Approach: | They propose a semi-supervised training approach that exploits large unpaired audio and text data to improve the performance of an automatic speech recognition system. |
| Outcome: | The proposed method reduces the WER of the system from 37% to 31.9%. |