| license: apache-2.0 | |
| datasets: | |
| - librispeech_asr | |
| language: | |
| - en | |
| metrics: | |
| - wer | |
| # LibriSpeech pruned_transducer_stateless7_streaming | |
| This model is based on the icefall `pruned_transducer_stateless7_streaming` recipe, | |
| but the model parameters are modified to be smaller in size. It can be | |
| considered a streaming version of [this model](https://huggingface.co/Zengwei/icefall-asr-librispeech-pruned-transducer-stateless7-20M-2023-01-28) and follows | |
| the same parameter configuration. | |
| The main difference from <https://huggingface.co/desh2608/icefall-asr-librispeech-pruned-transducer-stateless7-streaming-small> is that | |
| this model additionally uses simulated RIRs for training, which effectively doubles the training data. | |
| ## Performance Record | |
| | Decoding method | test-clean | test-other | | |
| |---------------------------|------------|------------| | |
| | greedy search | 3.58 | 9.29 | | |
| | fast beam search | 3.57 | 9.05 | | |
| | modified beam search | 3.41 | 8.94 | | |