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pruned-transducer-stateless5-ukrainian-1

Automatic Speech Recognition
Ukrainian
audio
Eval Results
Model card Files Community
Volodymyr Kyrylov commited on
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  1. data/lang_bpe_250/L.pt +3 -0
  2. data/lang_bpe_250/bpe.model +3 -0
  3. data/lang_bpe_250/tokens.txt +252 -0
  4. data/lang_bpe_250/words.txt +0 -0
  5. exp/cpu_jit.pt +3 -0
  6. exp/pretrained.pt +3 -0
  7. log/errs-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt +0 -0
  8. log/log-decode-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model-2022-09-11-13-58-52 +854 -0
  9. log/recogs-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt +0 -0
  10. log/wer-summary-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt +2 -0
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data/lang_bpe_250/words.txt ADDED
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log/errs-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt ADDED
The diff for this file is too large to render. See raw diff
 
log/log-decode-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model-2022-09-11-13-58-52 ADDED
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+ 2022-09-11 13:58:52,129 INFO [decode.py:694] Decoding started
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+ 2022-09-11 13:58:52,130 INFO [decode.py:700] Device: cuda:0
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+ 2022-09-11 13:58:52,131 INFO [decode.py:715] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.14', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'b8a45acfa16464324f8ba6cc10b6a9dd3bba0ccc', 'k2-git-date': 'Thu Jun 16 05:41:15 2022', 'lhotse-version': '1.6.0', 'torch-version': '1.12.1+cu113', 'torch-cuda-available': True, 'torch-cuda-version': '11.3', 'python-version': '3.8', 'icefall-git-branch': 'uk', 'icefall-git-sha1': '6b2fc35-dirty', 'icefall-git-date': 'Sun Sep 4 22:12:09 2022', 'icefall-path': '/home/proger/icefall', 'k2-path': '/home/proger/k2/k2/python/k2/__init__.py', 'lhotse-path': '/home/proger/.local/lib/python3.8/site-packages/lhotse/__init__.py', 'hostname': 'rt', 'IP address': '127.0.1.1'}, 'epoch': 27, 'iter': 0, 'avg': 15, 'use_averaged_model': True, 'exp_dir': PosixPath('pruned_transducer_stateless5/exp-uk-shuf'), 'bpe_model': 'uk/data/lang_bpe_250/bpe.model', 'lang_dir': PosixPath('uk/data/lang_bpe_250'), 'decoding_method': 'fast_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'simulate_streaming': False, 'decode_chunk_size': 16, 'left_context': 64, 'num_encoder_layers': 18, 'dim_feedforward': 1024, 'nhead': 4, 'encoder_dim': 256, 'decoder_dim': 512, 'joiner_dim': 512, 'dynamic_chunk_training': False, 'causal_convolution': False, 'short_chunk_size': 25, 'num_left_chunks': 4, 'full_libri': True, 'manifest_dir': PosixPath('uk/data/fbank'), 'max_duration': 200.0, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'drop_last': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'input_strategy': 'PrecomputedFeatures', 'res_dir': PosixPath('pruned_transducer_stateless5/exp-uk-shuf/fast_beam_search'), 'suffix': 'epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model', 'blank_id': 0, 'unk_id': 2, 'vocab_size': 250}
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+ 2022-09-11 13:58:52,131 INFO [decode.py:717] About to create model
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+ 2022-09-11 13:58:52,229 INFO [decode.py:784] Calculating the averaged model over epoch range from 12 (excluded) to 27
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+ 2022-09-11 13:58:54,720 INFO [decode.py:820] Number of model parameters: 30053246
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+ 2022-09-11 13:58:54,720 INFO [asr_datamodule_uk.py:419] About to get ('train-other-shuffled',) cuts
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+ 2022-09-11 13:58:55,210 INFO [asr_datamodule_uk.py:438] About to get test-other cuts
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log/recogs-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt ADDED
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log/wer-summary-test-other-beam_20.0_max_contexts_8_max_states_64-epoch-27-avg-15-beam-20.0-max-contexts-8-max-states-64-use-averaged-model.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ settings WER
2
+ beam_20.0_max_contexts_8_max_states_64 13.37