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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
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