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icefall-surt-ami-dprnn-zipformer
desh2608/icefall-surt-ami-dprnn-zipformer
icefall-surt-ami-dprnn-zipformer 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 dprnnzipformer recipe under egs/ami/SURT. For details, refer to the README.md in the recipe.
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Public
Updated Jun 18, 2023
Repo size
1.3 GB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jun 18, 2023
- Updated
- Jun 18, 2023
- SHA
- d4bb5e63
Model card
From the Hugging Face model README
AMI/ICSI dprnn_zipformer
This model is based on the icefall dprnn_zipformer recipe under egs/ami/SURT.
For details, refer to the README.md in the recipe.
Performance Record
The following results are obtained using the adapted models using modified beam search with a beam size of 4.
AMI
| Model | IHM-Mix | SDM | MDM |
|---|---|---|---|
| SURT-base | 39.8 | 65.4 | 46.6 |
| + adapt | 37.4 | 46.9 | 43.7 |
| SURT-large | 36.8 | 62.5 | 44.4 |
| + adapt | 35.1 | 44.6 | 41.4 |
ICSI
| Model | IHM-Mix | SDM |
|---|---|---|
| SURT-base | 28.3 | 60.0 |
| + adapt | 26.3 | 33.9 |
| SURT-large | 27.8 | 59.7 |
| + adapt | 24.4 | 32.3 |
- License
- apache-2.0
- Languages
- en
- Created
- Jun 18, 2023
- Updated
- Jun 18, 2023