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icefall-asr-librispeech-pruned-transducer-stateless7-streaming-small-rvb
desh2608/icefall-asr-librispeech-pruned-transducer-stateless7-streaming-small-rvb
icefall-asr-librispeech-pruned-transducer-stateless7-streaming-small-rvb is a machine learning model from desh2608. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model is based on the icefall prunedtransducerstateless7streaming recipe, but the model parameters are modified to be smaller in size. It can be considered a streaming version of this model and follows the same p…
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Updated Apr 4, 2023
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 4, 2023
- Updated
- Apr 4, 2023
- SHA
- 1d8c5af0
Datasets
Model card
From the Hugging Face model README
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 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 |
- License
- apache-2.0
- Languages
- en
- Created
- Apr 4, 2023
- Updated
- Apr 4, 2023