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Initial recipe with AMI data#1

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desh2608 wants to merge 6 commits intopzelasko:mainfrom
desh2608:main
Open

Initial recipe with AMI data#1
desh2608 wants to merge 6 commits intopzelasko:mainfrom
desh2608:main

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This PR sets up the training and decoding pipeline with Lhotse for data preparation, PyTorch for nnet training, and k2 for graph-based decoding. AMI train set is used. Currently the per-frame accuracy is poor.

              precision    recall  f1-score   support

     silence       0.89      0.93      0.91   4578358
      speech       0.15      0.10      0.12    574642

    accuracy                           0.84   5153000
   macro avg       0.52      0.51      0.51   5153000
weighted avg       0.81      0.84      0.82   5153000

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