# LibriCSS dprnn_zipformer

This model is based on the icefall `dprnn_zipformer` recipe under `egs/libricss/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.

#### IHM-Mix

| Model | # params | 0L | 0S | OV10 | OV20 | OV30 | OV40 | Avg. |
|------------|:-------:|:----:|:---:|----:|:----:|:----:|:----:|:----:|
| dprnn_zipformer (base)  | 26.7 | 5.1 | 4.2 | 13.7 | 18.7 | 20.5 | 20.6 | 13.8 |
| dprnn_zipformer (large) | 37.9 | 4.6 | 3.8 | 12.7 | 14.3 | 16.7 | 21.2 | 12.2 |

#### SDM

| Model | # params | 0L | 0S | OV10 | OV20 | OV30 | OV40 | Avg. |
|------------|:-------:|:----:|:---:|----:|:----:|:----:|:----:|:----:|
| dprnn_zipformer (base)  | 26.7 | 6.8 | 7.2 | 21.4 | 24.5 | 28.6 | 31.2 | 20.0 |
| dprnn_zipformer (large) | 37.9 | 6.4 | 6.9 | 17.9 | 19.7 | 25.2 | 25.5 | 16.9 |

{"language": ["en"], "license": "apache-2.0", "datasets": ["libricss_surt"], "metrics": ["orc-wer"]}
tensorboard en dataset:libricss_surt license:apache-2.0 region:us
TAGS
#tensorboard #en #dataset-libricss_surt #license-apache-2.0 #region-us 

LibriCSS dprnn\_zipformer
=========================


This model is based on the icefall 'dprnn\_zipformer' recipe under 'egs/libricss/SURT'.
For details, refer to the URL in the recipe.


Performance Record
------------------


The following results are obtained using the adapted models using modified beam search
with a beam size of 4.


#### IHM-Mix



#### SDM




#### IHM-Mix #### SDM
TAGS
#tensorboard #en #dataset-libricss_surt #license-apache-2.0 #region-us 
 #### IHM-Mix #### SDM