Update streaming results and documentation

streaming/fast_beam_search/{log-decode-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model-2025-11-17-17-41-10 → log-decode-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model-2025-11-19-16-36-16}

@@ -1,7 +1,7 @@
-2025-11-17 17:41:10,972 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 17:41:10,972 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 17:41:10,972 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 17:41:10,973 INFO [streaming_decode.py:691] {
+2025-11-19 16:36:16,478 INFO [streaming_decode.py:677] Decoding started
+2025-11-19 16:36:16,478 INFO [streaming_decode.py:683] Device: cuda:0
+2025-11-19 16:36:16,478 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
+2025-11-19 16:36:16,479 INFO [streaming_decode.py:691] {
   "attention_decoder_attention_dim": 512,
   "attention_decoder_dim": 512,
   "attention_decoder_feedforward_dim": 2048,
@@ -34,8 +34,8 @@
     "IP address": "127.0.1.1",
     "hostname": "Bookbot-GPU1",
     "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
+    "icefall-git-date": "Tue Nov 18 11:24:54 2025",
+    "icefall-git-sha1": "2249558e-dirty",
     "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
     "k2-build-type": "Release",
     "k2-git-date": "Thu Jul 25 03:46:03 2024",
@@ -51,7 +51,7 @@
     "torch-version": "2.4.0+cu124"
   },
   "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
+  "exp_dir": "tmp/zipformer-streaming-robust-es-v0",
   "feature_dim": 80,
   "feedforward_dim": "512,768,768,768,768,768",
   "gap": 1.0,
@@ -77,7 +77,7 @@
   "pos_dim": 48,
   "pos_head_dim": "4",
   "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/fast_beam_search",
+  "res_dir": "tmp/zipformer-streaming-robust-es-v0/streaming/fast_beam_search",
   "reset_interval": 200,
   "return_cuts": true,
   "shuffle": true,
@@ -95,194 +95,194 @@
   "vocab_size": 36,
   "warm_step": 2000
 }
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-2025-11-17 17:41:11,139 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 17:41:12,171 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 17:41:12,171 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 17:41:12,171 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 17:41:12,172 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 17:41:12,172 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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-2025-11-17 17:47:20,220 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/fast_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:47:20,553 INFO [utils.py:670] [test-commonvoice-beam_4_max_contexts_4_max_states_32] %WER 5.57% [43361 / 778666, 3133 ins, 32018 del, 8210 sub ]
-2025-11-17 17:47:21,520 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/fast_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:47:21,521 INFO [streaming_decode.py:641] 
+2025-11-19 16:36:16,479 INFO [streaming_decode.py:693] About to create model
+2025-11-19 16:36:16,657 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
+2025-11-19 16:36:17,581 INFO [streaming_decode.py:769] Number of model parameters: 22795007
+2025-11-19 16:36:17,582 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
+2025-11-19 16:36:17,582 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
+2025-11-19 16:36:17,582 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
+2025-11-19 16:36:17,582 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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+2025-11-19 16:42:27,477 INFO [streaming_decode.py:582] Cuts processed until now is 15800.
+2025-11-19 16:42:40,029 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/fast_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
+2025-11-19 16:42:40,389 INFO [utils.py:670] [test-commonvoice-beam_4_max_contexts_4_max_states_32] %WER 5.57% [43361 / 778666, 3133 ins, 32018 del, 8210 sub ]
+2025-11-19 16:42:41,167 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/fast_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
+2025-11-19 16:42:41,167 INFO [streaming_decode.py:641] 
 For test-commonvoice, WER of different settings are:
 beam_4_max_contexts_4_max_states_32	5.57	best for test-commonvoice
 
-2025-11-17 17:47:21,528 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 17:47:22,565 INFO [streaming_decode.py:582] Cuts processed until now is 100.
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-2025-11-17 17:47:29,289 INFO [streaming_decode.py:582] Cuts processed until now is 900.
-2025-11-17 17:47:44,309 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/fast_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:47:44,326 INFO [utils.py:670] [test-slr72-beam_4_max_contexts_4_max_states_32] %WER 2.18% [886 / 40600, 90 ins, 621 del, 175 sub ]
-2025-11-17 17:47:44,375 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/fast_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:47:44,375 INFO [streaming_decode.py:641] 
+2025-11-19 16:42:41,175 INFO [streaming_decode.py:582] Cuts processed until now is 0.
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+2025-11-19 16:42:42,588 INFO [streaming_decode.py:582] Cuts processed until now is 200.
+2025-11-19 16:42:43,328 INFO [streaming_decode.py:582] Cuts processed until now is 300.
+2025-11-19 16:42:44,136 INFO [streaming_decode.py:582] Cuts processed until now is 400.
+2025-11-19 16:42:45,054 INFO [streaming_decode.py:582] Cuts processed until now is 500.
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+2025-11-19 16:42:46,556 INFO [streaming_decode.py:582] Cuts processed until now is 700.
+2025-11-19 16:42:47,304 INFO [streaming_decode.py:582] Cuts processed until now is 800.
+2025-11-19 16:42:48,115 INFO [streaming_decode.py:582] Cuts processed until now is 900.
+2025-11-19 16:43:02,327 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/fast_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
+2025-11-19 16:43:02,346 INFO [utils.py:670] [test-slr72-beam_4_max_contexts_4_max_states_32] %WER 2.18% [886 / 40600, 90 ins, 621 del, 175 sub ]
+2025-11-19 16:43:02,394 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/fast_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
+2025-11-19 16:43:02,395 INFO [streaming_decode.py:641] 
 For test-slr72, WER of different settings are:
 beam_4_max_contexts_4_max_states_32	2.18	best for test-slr72
 
-2025-11-17 17:47:44,375 INFO [streaming_decode.py:794] Done!
+2025-11-19 16:43:02,395 INFO [streaming_decode.py:794] Done!

streaming/fast_beam_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model-2025-11-17-16-49-23

@@ -1,114 +0,0 @@
-2025-11-17 16:49:23,429 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 16:49:23,429 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 16:49:23,430 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 16:49:23,430 INFO [streaming_decode.py:691] {
-  "attention_decoder_attention_dim": 512,
-  "attention_decoder_dim": 512,
-  "attention_decoder_feedforward_dim": 2048,
-  "attention_decoder_num_heads": 8,
-  "attention_decoder_num_layers": 6,
-  "avg": 5,
-  "batch_idx_train": 0,
-  "beam": 4,
-  "best_train_epoch": -1,
-  "best_train_loss": Infinity,
-  "best_valid_epoch": -1,
-  "best_valid_loss": Infinity,
-  "blank_id": 0,
-  "bucketing_sampler": true,
-  "causal": true,
-  "chunk_size": "32",
-  "cnn_module_kernel": "31,31,15,15,15,31",
-  "concatenate_cuts": false,
-  "context_size": 2,
-  "decoder_dim": 512,
-  "decoding_method": "fast_beam_search",
-  "downsampling_factor": "1,2,4,8,4,2",
-  "drop_last": true,
-  "duration_factor": 1.0,
-  "enable_musan": true,
-  "enable_spec_aug": true,
-  "encoder_dim": "192,256,256,256,256,256",
-  "encoder_unmasked_dim": "192,192,192,192,192,192",
-  "env_info": {
-    "IP address": "127.0.1.1",
-    "hostname": "Bookbot-GPU1",
-    "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
-    "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
-    "k2-build-type": "Release",
-    "k2-git-date": "Thu Jul 25 03:46:03 2024",
-    "k2-git-sha1": "5735fa707f6091856d13ccd230aced6e9e64f815",
-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
-    "k2-version": "1.24.4",
-    "k2-with-cuda": true,
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-2025-11-17 16:49:23,430 INFO [streaming_decode.py:693] About to create model
-2025-11-17 16:49:23,627 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
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-2025-11-17 16:49:24,973 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 16:49:24,973 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 16:49:24,974 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 16:49:24,974 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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streaming/fast_beam_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model-2025-11-17-16-58-25

@@ -1,288 +0,0 @@
-2025-11-17 16:58:25,918 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 16:58:25,918 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 16:58:25,919 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 16:58:25,919 INFO [streaming_decode.py:691] {
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-    "icefall-git-sha1": "77cd018f-dirty",
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-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
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-    "lhotse-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/lhotse/__init__.py",
-    "lhotse-version": "1.31.1.dev+git.4c43958.clean",
-    "python-version": "3.12",
-    "torch-cuda-available": true,
-    "torch-cuda-version": "12.4",
-    "torch-version": "2.4.0+cu124"
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-  "epoch": 80,
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-  "feature_dim": 80,
-  "feedforward_dim": "512,768,768,768,768,768",
-  "gap": 1.0,
-  "ignore_id": -1,
-  "input_strategy": "PrecomputedFeatures",
-  "iter": 0,
-  "joiner_dim": 512,
-  "label_smoothing": 0.1,
-  "lang_dir": "data/lang_phone",
-  "left_context_frames": "128",
-  "log_interval": 50,
-  "manifest_dir": "data/fbank",
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-  "max_states": 32,
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-  "num_encoder_layers": "2,2,2,2,2,2",
-  "num_heads": "4,4,4,8,4,4",
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-  "pos_dim": 48,
-  "pos_head_dim": "4",
-  "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/fast_beam_search",
-  "reset_interval": 200,
-  "return_cuts": true,
-  "shuffle": true,
-  "spec_aug_time_warp_factor": 80,
-  "subsampling_factor": 4,
-  "suffix": "epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model",
-  "unk_id": 1,
-  "use_attention_decoder": false,
-  "use_averaged_model": true,
-  "use_cr_ctc": false,
-  "use_ctc": false,
-  "use_transducer": true,
-  "valid_interval": 3000,
-  "value_head_dim": "12",
-  "vocab_size": 36,
-  "warm_step": 2000
-}
-2025-11-17 16:58:25,920 INFO [streaming_decode.py:693] About to create model
-2025-11-17 16:58:26,110 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 16:58:26,797 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 16:58:26,797 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 16:58:26,797 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 16:58:26,798 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 16:58:26,798 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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-2025-11-17 17:03:10,884 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/fast_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:03:11,198 INFO [utils.py:670] [test-commonvoice-beam_4_max_contexts_4_max_states_32] %WER 6.39% [49746 / 778666, 2817 ins, 39514 del, 7415 sub ]
-2025-11-17 17:03:12,033 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/fast_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:03:12,033 INFO [streaming_decode.py:641] 
-For test-commonvoice, WER of different settings are:
-beam_4_max_contexts_4_max_states_32	6.39	best for test-commonvoice
-
-2025-11-17 17:03:12,039 INFO [streaming_decode.py:582] Cuts processed until now is 0.
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-2025-11-17 17:03:29,501 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/fast_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:03:29,521 INFO [utils.py:670] [test-slr72-beam_4_max_contexts_4_max_states_32] %WER 2.44% [989 / 40600, 73 ins, 777 del, 139 sub ]
-2025-11-17 17:03:29,573 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/fast_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt
-2025-11-17 17:03:29,573 INFO [streaming_decode.py:641] 
-For test-slr72, WER of different settings are:
-beam_4_max_contexts_4_max_states_32	2.44	best for test-slr72
-
-2025-11-17 17:03:29,573 INFO [streaming_decode.py:794] Done!

streaming/fast_beam_search/wer-summary-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-beam_4_max_contexts_4_max_states_32	6.39

streaming/fast_beam_search/wer-summary-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-beam-4-max-contexts-4-max-states-32-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-beam_4_max_contexts_4_max_states_32	2.44

streaming/greedy_search/{log-decode-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model-2025-11-17-17-37-14 → log-decode-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model-2025-11-19-16-32-13}

@@ -1,7 +1,7 @@
-2025-11-17 17:37:14,887 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 17:37:14,887 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 17:37:14,887 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 17:37:14,888 INFO [streaming_decode.py:691] {
+2025-11-19 16:32:13,076 INFO [streaming_decode.py:677] Decoding started
+2025-11-19 16:32:13,076 INFO [streaming_decode.py:683] Device: cuda:0
+2025-11-19 16:32:13,077 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
+2025-11-19 16:32:13,078 INFO [streaming_decode.py:691] {
   "attention_decoder_attention_dim": 512,
   "attention_decoder_dim": 512,
   "attention_decoder_feedforward_dim": 2048,
@@ -34,8 +34,8 @@
     "IP address": "127.0.1.1",
     "hostname": "Bookbot-GPU1",
     "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
+    "icefall-git-date": "Tue Nov 18 11:24:54 2025",
+    "icefall-git-sha1": "2249558e-dirty",
     "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
     "k2-build-type": "Release",
     "k2-git-date": "Thu Jul 25 03:46:03 2024",
@@ -51,7 +51,7 @@
     "torch-version": "2.4.0+cu124"
   },
   "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
+  "exp_dir": "tmp/zipformer-streaming-robust-es-v0",
   "feature_dim": 80,
   "feedforward_dim": "512,768,768,768,768,768",
   "gap": 1.0,
@@ -77,7 +77,7 @@
   "pos_dim": 48,
   "pos_head_dim": "4",
   "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/greedy_search",
+  "res_dir": "tmp/zipformer-streaming-robust-es-v0/streaming/greedy_search",
   "reset_interval": 200,
   "return_cuts": true,
   "shuffle": true,
@@ -95,194 +95,194 @@
   "vocab_size": 36,
   "warm_step": 2000
 }
-2025-11-17 17:37:14,889 INFO [streaming_decode.py:693] About to create model
-2025-11-17 17:37:15,078 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 17:37:15,818 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 17:37:15,818 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 17:37:15,818 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 17:37:15,819 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 17:37:15,819 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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-2025-11-17 17:40:48,503 INFO [streaming_decode.py:582] Cuts processed until now is 15700.
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-2025-11-17 17:40:55,096 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/greedy_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 17:40:55,394 INFO [utils.py:670] [test-commonvoice-greedy_search] %WER 2.85% [22183 / 778666, 3660 ins, 9528 del, 8995 sub ]
-2025-11-17 17:40:56,240 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/greedy_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 17:40:56,241 INFO [streaming_decode.py:641] 
+2025-11-19 16:32:13,078 INFO [streaming_decode.py:693] About to create model
+2025-11-19 16:32:13,278 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
+2025-11-19 16:32:14,276 INFO [streaming_decode.py:769] Number of model parameters: 22795007
+2025-11-19 16:32:14,276 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
+2025-11-19 16:32:14,276 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
+2025-11-19 16:32:14,277 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
+2025-11-19 16:32:14,277 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
+2025-11-19 16:32:14,399 INFO [streaming_decode.py:582] Cuts processed until now is 0.
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+2025-11-19 16:34:48,144 INFO [streaming_decode.py:582] Cuts processed until now is 11100.
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+2025-11-19 16:34:51,203 INFO [streaming_decode.py:582] Cuts processed until now is 11300.
+2025-11-19 16:34:52,428 INFO [streaming_decode.py:582] Cuts processed until now is 11400.
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+2025-11-19 16:34:56,681 INFO [streaming_decode.py:582] Cuts processed until now is 11700.
+2025-11-19 16:34:58,036 INFO [streaming_decode.py:582] Cuts processed until now is 11800.
+2025-11-19 16:34:59,016 INFO [streaming_decode.py:582] Cuts processed until now is 11900.
+2025-11-19 16:35:00,793 INFO [streaming_decode.py:582] Cuts processed until now is 12000.
+2025-11-19 16:35:02,216 INFO [streaming_decode.py:582] Cuts processed until now is 12100.
+2025-11-19 16:35:03,370 INFO [streaming_decode.py:582] Cuts processed until now is 12200.
+2025-11-19 16:35:04,636 INFO [streaming_decode.py:582] Cuts processed until now is 12300.
+2025-11-19 16:35:05,968 INFO [streaming_decode.py:582] Cuts processed until now is 12400.
+2025-11-19 16:35:07,427 INFO [streaming_decode.py:582] Cuts processed until now is 12500.
+2025-11-19 16:35:09,304 INFO [streaming_decode.py:582] Cuts processed until now is 12600.
+2025-11-19 16:35:10,535 INFO [streaming_decode.py:582] Cuts processed until now is 12700.
+2025-11-19 16:35:11,708 INFO [streaming_decode.py:582] Cuts processed until now is 12800.
+2025-11-19 16:35:13,043 INFO [streaming_decode.py:582] Cuts processed until now is 12900.
+2025-11-19 16:35:14,868 INFO [streaming_decode.py:582] Cuts processed until now is 13000.
+2025-11-19 16:35:16,213 INFO [streaming_decode.py:582] Cuts processed until now is 13100.
+2025-11-19 16:35:17,760 INFO [streaming_decode.py:582] Cuts processed until now is 13200.
+2025-11-19 16:35:19,179 INFO [streaming_decode.py:582] Cuts processed until now is 13300.
+2025-11-19 16:35:20,650 INFO [streaming_decode.py:582] Cuts processed until now is 13400.
+2025-11-19 16:35:22,192 INFO [streaming_decode.py:582] Cuts processed until now is 13500.
+2025-11-19 16:35:23,790 INFO [streaming_decode.py:582] Cuts processed until now is 13600.
+2025-11-19 16:35:25,357 INFO [streaming_decode.py:582] Cuts processed until now is 13700.
+2025-11-19 16:35:26,577 INFO [streaming_decode.py:582] Cuts processed until now is 13800.
+2025-11-19 16:35:27,747 INFO [streaming_decode.py:582] Cuts processed until now is 13900.
+2025-11-19 16:35:29,096 INFO [streaming_decode.py:582] Cuts processed until now is 14000.
+2025-11-19 16:35:30,591 INFO [streaming_decode.py:582] Cuts processed until now is 14100.
+2025-11-19 16:35:32,510 INFO [streaming_decode.py:582] Cuts processed until now is 14200.
+2025-11-19 16:35:34,082 INFO [streaming_decode.py:582] Cuts processed until now is 14300.
+2025-11-19 16:35:35,330 INFO [streaming_decode.py:582] Cuts processed until now is 14400.
+2025-11-19 16:35:36,888 INFO [streaming_decode.py:582] Cuts processed until now is 14500.
+2025-11-19 16:35:38,358 INFO [streaming_decode.py:582] Cuts processed until now is 14600.
+2025-11-19 16:35:40,057 INFO [streaming_decode.py:582] Cuts processed until now is 14700.
+2025-11-19 16:35:41,372 INFO [streaming_decode.py:582] Cuts processed until now is 14800.
+2025-11-19 16:35:42,647 INFO [streaming_decode.py:582] Cuts processed until now is 14900.
+2025-11-19 16:35:44,057 INFO [streaming_decode.py:582] Cuts processed until now is 15000.
+2025-11-19 16:35:45,463 INFO [streaming_decode.py:582] Cuts processed until now is 15100.
+2025-11-19 16:35:46,974 INFO [streaming_decode.py:582] Cuts processed until now is 15200.
+2025-11-19 16:35:48,262 INFO [streaming_decode.py:582] Cuts processed until now is 15300.
+2025-11-19 16:35:49,861 INFO [streaming_decode.py:582] Cuts processed until now is 15400.
+2025-11-19 16:35:51,307 INFO [streaming_decode.py:582] Cuts processed until now is 15500.
+2025-11-19 16:35:52,794 INFO [streaming_decode.py:582] Cuts processed until now is 15600.
+2025-11-19 16:35:54,148 INFO [streaming_decode.py:582] Cuts processed until now is 15700.
+2025-11-19 16:35:55,437 INFO [streaming_decode.py:582] Cuts processed until now is 15800.
+2025-11-19 16:36:00,872 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/greedy_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:36:01,254 INFO [utils.py:670] [test-commonvoice-greedy_search] %WER 2.85% [22183 / 778666, 3660 ins, 9528 del, 8995 sub ]
+2025-11-19 16:36:02,186 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/greedy_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:36:02,186 INFO [streaming_decode.py:641] 
 For test-commonvoice, WER of different settings are:
 greedy_search	2.85	best for test-commonvoice
 
-2025-11-17 17:40:56,249 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 17:40:57,004 INFO [streaming_decode.py:582] Cuts processed until now is 100.
-2025-11-17 17:40:57,637 INFO [streaming_decode.py:582] Cuts processed until now is 200.
-2025-11-17 17:40:58,548 INFO [streaming_decode.py:582] Cuts processed until now is 300.
-2025-11-17 17:40:59,294 INFO [streaming_decode.py:582] Cuts processed until now is 400.
-2025-11-17 17:41:00,158 INFO [streaming_decode.py:582] Cuts processed until now is 500.
-2025-11-17 17:41:01,145 INFO [streaming_decode.py:582] Cuts processed until now is 600.
-2025-11-17 17:41:02,058 INFO [streaming_decode.py:582] Cuts processed until now is 700.
-2025-11-17 17:41:02,704 INFO [streaming_decode.py:582] Cuts processed until now is 800.
-2025-11-17 17:41:03,343 INFO [streaming_decode.py:582] Cuts processed until now is 900.
-2025-11-17 17:41:09,300 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/greedy_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 17:41:09,316 INFO [utils.py:670] [test-slr72-greedy_search] %WER 1.56% [635 / 40600, 94 ins, 360 del, 181 sub ]
-2025-11-17 17:41:09,357 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/greedy_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 17:41:09,357 INFO [streaming_decode.py:641] 
+2025-11-19 16:36:02,219 INFO [streaming_decode.py:582] Cuts processed until now is 0.
+2025-11-19 16:36:03,072 INFO [streaming_decode.py:582] Cuts processed until now is 100.
+2025-11-19 16:36:03,684 INFO [streaming_decode.py:582] Cuts processed until now is 200.
+2025-11-19 16:36:04,592 INFO [streaming_decode.py:582] Cuts processed until now is 300.
+2025-11-19 16:36:05,492 INFO [streaming_decode.py:582] Cuts processed until now is 400.
+2025-11-19 16:36:06,055 INFO [streaming_decode.py:582] Cuts processed until now is 500.
+2025-11-19 16:36:06,688 INFO [streaming_decode.py:582] Cuts processed until now is 600.
+2025-11-19 16:36:07,618 INFO [streaming_decode.py:582] Cuts processed until now is 700.
+2025-11-19 16:36:08,262 INFO [streaming_decode.py:582] Cuts processed until now is 800.
+2025-11-19 16:36:09,048 INFO [streaming_decode.py:582] Cuts processed until now is 900.
+2025-11-19 16:36:15,107 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/greedy_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:36:15,132 INFO [utils.py:670] [test-slr72-greedy_search] %WER 1.56% [635 / 40600, 94 ins, 360 del, 181 sub ]
+2025-11-19 16:36:15,174 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/greedy_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:36:15,174 INFO [streaming_decode.py:641] 
 For test-slr72, WER of different settings are:
 greedy_search	1.56	best for test-slr72
 
-2025-11-17 17:41:09,357 INFO [streaming_decode.py:794] Done!
+2025-11-19 16:36:15,175 INFO [streaming_decode.py:794] Done!

streaming/greedy_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model-2025-11-17-16-48-52

@@ -1,114 +0,0 @@
-2025-11-17 16:48:52,315 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 16:48:52,315 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 16:48:52,316 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 16:48:52,316 INFO [streaming_decode.py:691] {
-  "attention_decoder_attention_dim": 512,
-  "attention_decoder_dim": 512,
-  "attention_decoder_feedforward_dim": 2048,
-  "attention_decoder_num_heads": 8,
-  "attention_decoder_num_layers": 6,
-  "avg": 5,
-  "batch_idx_train": 0,
-  "beam": 4,
-  "best_train_epoch": -1,
-  "best_train_loss": Infinity,
-  "best_valid_epoch": -1,
-  "best_valid_loss": Infinity,
-  "blank_id": 0,
-  "bucketing_sampler": true,
-  "causal": true,
-  "chunk_size": "32",
-  "cnn_module_kernel": "31,31,15,15,15,31",
-  "concatenate_cuts": false,
-  "context_size": 2,
-  "decoder_dim": 512,
-  "decoding_method": "greedy_search",
-  "downsampling_factor": "1,2,4,8,4,2",
-  "drop_last": true,
-  "duration_factor": 1.0,
-  "enable_musan": true,
-  "enable_spec_aug": true,
-  "encoder_dim": "192,256,256,256,256,256",
-  "encoder_unmasked_dim": "192,192,192,192,192,192",
-  "env_info": {
-    "IP address": "127.0.1.1",
-    "hostname": "Bookbot-GPU1",
-    "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
-    "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
-    "k2-build-type": "Release",
-    "k2-git-date": "Thu Jul 25 03:46:03 2024",
-    "k2-git-sha1": "5735fa707f6091856d13ccd230aced6e9e64f815",
-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
-    "k2-version": "1.24.4",
-    "k2-with-cuda": true,
-    "lhotse-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/lhotse/__init__.py",
-    "lhotse-version": "1.31.1.dev+git.4c43958.clean",
-    "python-version": "3.12",
-    "torch-cuda-available": true,
-    "torch-cuda-version": "12.4",
-    "torch-version": "2.4.0+cu124"
-  },
-  "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
-  "feature_dim": 80,
-  "feedforward_dim": "512,768,768,768,768,768",
-  "gap": 1.0,
-  "ignore_id": -1,
-  "input_strategy": "PrecomputedFeatures",
-  "iter": 0,
-  "joiner_dim": 512,
-  "label_smoothing": 0.1,
-  "lang_dir": "data/lang_phone",
-  "left_context_frames": "128",
-  "log_interval": 50,
-  "manifest_dir": "data/fbank",
-  "max_contexts": 4,
-  "max_duration": 200.0,
-  "max_states": 32,
-  "num_active_paths": 4,
-  "num_buckets": 30,
-  "num_decode_streams": 1000,
-  "num_encoder_layers": "2,2,2,2,2,2",
-  "num_heads": "4,4,4,8,4,4",
-  "num_workers": 2,
-  "on_the_fly_feats": false,
-  "pos_dim": 48,
-  "pos_head_dim": "4",
-  "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/greedy_search",
-  "reset_interval": 200,
-  "return_cuts": true,
-  "shuffle": true,
-  "spec_aug_time_warp_factor": 80,
-  "subsampling_factor": 4,
-  "suffix": "epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model",
-  "unk_id": 1,
-  "use_attention_decoder": false,
-  "use_averaged_model": true,
-  "use_cr_ctc": false,
-  "use_ctc": false,
-  "use_transducer": true,
-  "valid_interval": 3000,
-  "value_head_dim": "12",
-  "vocab_size": 36,
-  "warm_step": 2000
-}
-2025-11-17 16:48:52,317 INFO [streaming_decode.py:693] About to create model
-2025-11-17 16:48:52,516 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 16:48:56,055 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 16:48:56,056 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 16:48:56,056 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 16:48:56,056 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 16:48:56,056 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
-2025-11-17 16:48:56,168 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 16:48:58,537 INFO [streaming_decode.py:582] Cuts processed until now is 100.
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-2025-11-17 16:49:18,085 INFO [streaming_decode.py:582] Cuts processed until now is 900.

streaming/greedy_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model-2025-11-17-16-55-04

@@ -1,288 +0,0 @@
-2025-11-17 16:55:04,359 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 16:55:04,359 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 16:55:04,359 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 16:55:04,360 INFO [streaming_decode.py:691] {
-  "attention_decoder_attention_dim": 512,
-  "attention_decoder_dim": 512,
-  "attention_decoder_feedforward_dim": 2048,
-  "attention_decoder_num_heads": 8,
-  "attention_decoder_num_layers": 6,
-  "avg": 5,
-  "batch_idx_train": 0,
-  "beam": 4,
-  "best_train_epoch": -1,
-  "best_train_loss": Infinity,
-  "best_valid_epoch": -1,
-  "best_valid_loss": Infinity,
-  "blank_id": 0,
-  "bucketing_sampler": true,
-  "causal": true,
-  "chunk_size": "32",
-  "cnn_module_kernel": "31,31,15,15,15,31",
-  "concatenate_cuts": false,
-  "context_size": 2,
-  "decoder_dim": 512,
-  "decoding_method": "greedy_search",
-  "downsampling_factor": "1,2,4,8,4,2",
-  "drop_last": true,
-  "duration_factor": 1.0,
-  "enable_musan": true,
-  "enable_spec_aug": true,
-  "encoder_dim": "192,256,256,256,256,256",
-  "encoder_unmasked_dim": "192,192,192,192,192,192",
-  "env_info": {
-    "IP address": "127.0.1.1",
-    "hostname": "Bookbot-GPU1",
-    "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
-    "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
-    "k2-build-type": "Release",
-    "k2-git-date": "Thu Jul 25 03:46:03 2024",
-    "k2-git-sha1": "5735fa707f6091856d13ccd230aced6e9e64f815",
-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
-    "k2-version": "1.24.4",
-    "k2-with-cuda": true,
-    "lhotse-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/lhotse/__init__.py",
-    "lhotse-version": "1.31.1.dev+git.4c43958.clean",
-    "python-version": "3.12",
-    "torch-cuda-available": true,
-    "torch-cuda-version": "12.4",
-    "torch-version": "2.4.0+cu124"
-  },
-  "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
-  "feature_dim": 80,
-  "feedforward_dim": "512,768,768,768,768,768",
-  "gap": 1.0,
-  "ignore_id": -1,
-  "input_strategy": "PrecomputedFeatures",
-  "iter": 0,
-  "joiner_dim": 512,
-  "label_smoothing": 0.1,
-  "lang_dir": "data/lang_phone",
-  "left_context_frames": "128",
-  "log_interval": 50,
-  "manifest_dir": "data/fbank",
-  "max_contexts": 4,
-  "max_duration": 200.0,
-  "max_states": 32,
-  "num_active_paths": 4,
-  "num_buckets": 30,
-  "num_decode_streams": 1000,
-  "num_encoder_layers": "2,2,2,2,2,2",
-  "num_heads": "4,4,4,8,4,4",
-  "num_workers": 2,
-  "on_the_fly_feats": false,
-  "pos_dim": 48,
-  "pos_head_dim": "4",
-  "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/greedy_search",
-  "reset_interval": 200,
-  "return_cuts": true,
-  "shuffle": true,
-  "spec_aug_time_warp_factor": 80,
-  "subsampling_factor": 4,
-  "suffix": "epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model",
-  "unk_id": 1,
-  "use_attention_decoder": false,
-  "use_averaged_model": true,
-  "use_cr_ctc": false,
-  "use_ctc": false,
-  "use_transducer": true,
-  "valid_interval": 3000,
-  "value_head_dim": "12",
-  "vocab_size": 36,
-  "warm_step": 2000
-}
-2025-11-17 16:55:04,361 INFO [streaming_decode.py:693] About to create model
-2025-11-17 16:55:04,561 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 16:55:05,336 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 16:55:05,336 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 16:55:05,336 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 16:55:05,337 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 16:55:05,337 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
-2025-11-17 16:55:05,522 INFO [streaming_decode.py:582] Cuts processed until now is 0.
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-2025-11-17 16:58:11,366 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/greedy_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 16:58:11,665 INFO [utils.py:670] [test-commonvoice-greedy_search] %WER 2.56% [19960 / 778666, 3313 ins, 8477 del, 8170 sub ]
-2025-11-17 16:58:12,482 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/greedy_search/errs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 16:58:12,482 INFO [streaming_decode.py:641] 
-For test-commonvoice, WER of different settings are:
-greedy_search	2.56	best for test-commonvoice
-
-2025-11-17 16:58:12,505 INFO [streaming_decode.py:582] Cuts processed until now is 0.
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-2025-11-17 16:58:24,140 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/greedy_search/recogs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 16:58:24,155 INFO [utils.py:670] [test-slr72-greedy_search] %WER 1.25% [509 / 40600, 76 ins, 285 del, 148 sub ]
-2025-11-17 16:58:24,193 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/greedy_search/errs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 16:58:24,194 INFO [streaming_decode.py:641] 
-For test-slr72, WER of different settings are:
-greedy_search	1.25	best for test-slr72
-
-2025-11-17 16:58:24,194 INFO [streaming_decode.py:794] Done!

streaming/greedy_search/wer-summary-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-greedy_search	2.56

streaming/greedy_search/wer-summary-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-greedy_search	1.25

streaming/modified_beam_search/{log-decode-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model-2025-11-17-17-47-46 → log-decode-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model-2025-11-19-16-43-03}

@@ -1,7 +1,7 @@
-2025-11-17 17:47:46,020 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 17:47:46,020 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 17:47:46,020 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 17:47:46,021 INFO [streaming_decode.py:691] {
+2025-11-19 16:43:03,772 INFO [streaming_decode.py:677] Decoding started
+2025-11-19 16:43:03,772 INFO [streaming_decode.py:683] Device: cuda:0
+2025-11-19 16:43:03,773 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
+2025-11-19 16:43:03,773 INFO [streaming_decode.py:691] {
   "attention_decoder_attention_dim": 512,
   "attention_decoder_dim": 512,
   "attention_decoder_feedforward_dim": 2048,
@@ -34,8 +34,8 @@
     "IP address": "127.0.1.1",
     "hostname": "Bookbot-GPU1",
     "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
+    "icefall-git-date": "Wed Nov 19 16:39:40 2025",
+    "icefall-git-sha1": "3cb0d6aa-clean",
     "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
     "k2-build-type": "Release",
     "k2-git-date": "Thu Jul 25 03:46:03 2024",
@@ -51,7 +51,7 @@
     "torch-version": "2.4.0+cu124"
   },
   "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
+  "exp_dir": "tmp/zipformer-streaming-robust-es-v0",
   "feature_dim": 80,
   "feedforward_dim": "512,768,768,768,768,768",
   "gap": 1.0,
@@ -77,7 +77,7 @@
   "pos_dim": 48,
   "pos_head_dim": "4",
   "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/modified_beam_search",
+  "res_dir": "tmp/zipformer-streaming-robust-es-v0/streaming/modified_beam_search",
   "reset_interval": 200,
   "return_cuts": true,
   "shuffle": true,
@@ -95,194 +95,194 @@
   "vocab_size": 36,
   "warm_step": 2000
 }
-2025-11-17 17:47:46,021 INFO [streaming_decode.py:693] About to create model
-2025-11-17 17:47:46,191 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 17:47:47,178 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 17:47:47,179 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 17:47:47,179 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 17:47:47,179 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 17:47:47,179 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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-2025-11-17 18:00:10,048 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/modified_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 18:00:10,405 INFO [utils.py:670] [test-commonvoice-num_active_paths_4] %WER 2.71% [21085 / 778666, 3990 ins, 8104 del, 8991 sub ]
-2025-11-17 18:00:11,223 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/modified_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 18:00:11,223 INFO [streaming_decode.py:641] 
+2025-11-19 16:43:03,773 INFO [streaming_decode.py:693] About to create model
+2025-11-19 16:43:03,932 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
+2025-11-19 16:43:04,577 INFO [streaming_decode.py:769] Number of model parameters: 22795007
+2025-11-19 16:43:04,578 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
+2025-11-19 16:43:04,578 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
+2025-11-19 16:43:04,578 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
+2025-11-19 16:43:04,578 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
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+2025-11-19 16:50:02,744 INFO [streaming_decode.py:582] Cuts processed until now is 9200.
+2025-11-19 16:50:06,697 INFO [streaming_decode.py:582] Cuts processed until now is 9300.
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+2025-11-19 16:50:16,679 INFO [streaming_decode.py:582] Cuts processed until now is 9500.
+2025-11-19 16:50:23,014 INFO [streaming_decode.py:582] Cuts processed until now is 9600.
+2025-11-19 16:50:27,418 INFO [streaming_decode.py:582] Cuts processed until now is 9700.
+2025-11-19 16:50:32,817 INFO [streaming_decode.py:582] Cuts processed until now is 9800.
+2025-11-19 16:50:37,193 INFO [streaming_decode.py:582] Cuts processed until now is 9900.
+2025-11-19 16:50:42,221 INFO [streaming_decode.py:582] Cuts processed until now is 10000.
+2025-11-19 16:50:47,439 INFO [streaming_decode.py:582] Cuts processed until now is 10100.
+2025-11-19 16:50:52,107 INFO [streaming_decode.py:582] Cuts processed until now is 10200.
+2025-11-19 16:50:57,368 INFO [streaming_decode.py:582] Cuts processed until now is 10300.
+2025-11-19 16:51:02,057 INFO [streaming_decode.py:582] Cuts processed until now is 10400.
+2025-11-19 16:51:08,282 INFO [streaming_decode.py:582] Cuts processed until now is 10500.
+2025-11-19 16:51:11,078 INFO [streaming_decode.py:582] Cuts processed until now is 10600.
+2025-11-19 16:51:16,052 INFO [streaming_decode.py:582] Cuts processed until now is 10700.
+2025-11-19 16:51:20,806 INFO [streaming_decode.py:582] Cuts processed until now is 10800.
+2025-11-19 16:51:25,442 INFO [streaming_decode.py:582] Cuts processed until now is 10900.
+2025-11-19 16:51:32,272 INFO [streaming_decode.py:582] Cuts processed until now is 11000.
+2025-11-19 16:51:37,139 INFO [streaming_decode.py:582] Cuts processed until now is 11100.
+2025-11-19 16:51:42,149 INFO [streaming_decode.py:582] Cuts processed until now is 11200.
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+2025-11-19 16:54:47,713 INFO [streaming_decode.py:582] Cuts processed until now is 15000.
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+2025-11-19 16:55:02,082 INFO [streaming_decode.py:582] Cuts processed until now is 15300.
+2025-11-19 16:55:07,060 INFO [streaming_decode.py:582] Cuts processed until now is 15400.
+2025-11-19 16:55:11,721 INFO [streaming_decode.py:582] Cuts processed until now is 15500.
+2025-11-19 16:55:16,544 INFO [streaming_decode.py:582] Cuts processed until now is 15600.
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+2025-11-19 16:55:27,347 INFO [streaming_decode.py:582] Cuts processed until now is 15800.
+2025-11-19 16:55:56,110 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/modified_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:55:56,440 INFO [utils.py:670] [test-commonvoice-num_active_paths_4] %WER 2.71% [21085 / 778666, 3990 ins, 8104 del, 8991 sub ]
+2025-11-19 16:55:57,291 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/modified_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:55:57,291 INFO [streaming_decode.py:641] 
 For test-commonvoice, WER of different settings are:
 num_active_paths_4	2.71	best for test-commonvoice
 
-2025-11-17 18:00:11,252 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 18:00:11,986 INFO [streaming_decode.py:582] Cuts processed until now is 100.
-2025-11-17 18:00:12,934 INFO [streaming_decode.py:582] Cuts processed until now is 200.
-2025-11-17 18:00:13,818 INFO [streaming_decode.py:582] Cuts processed until now is 300.
-2025-11-17 18:00:14,568 INFO [streaming_decode.py:582] Cuts processed until now is 400.
-2025-11-17 18:00:15,431 INFO [streaming_decode.py:582] Cuts processed until now is 500.
-2025-11-17 18:00:16,058 INFO [streaming_decode.py:582] Cuts processed until now is 600.
-2025-11-17 18:00:16,525 INFO [streaming_decode.py:582] Cuts processed until now is 700.
-2025-11-17 18:00:17,085 INFO [streaming_decode.py:582] Cuts processed until now is 800.
-2025-11-17 18:00:17,910 INFO [streaming_decode.py:582] Cuts processed until now is 900.
-2025-11-17 18:00:53,173 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/modified_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 18:00:53,192 INFO [utils.py:670] [test-slr72-num_active_paths_4] %WER 1.47% [597 / 40600, 96 ins, 327 del, 174 sub ]
-2025-11-17 18:00:53,245 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/modified_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
-2025-11-17 18:00:53,245 INFO [streaming_decode.py:641] 
+2025-11-19 16:55:57,300 INFO [streaming_decode.py:582] Cuts processed until now is 0.
+2025-11-19 16:55:58,401 INFO [streaming_decode.py:582] Cuts processed until now is 100.
+2025-11-19 16:55:59,289 INFO [streaming_decode.py:582] Cuts processed until now is 200.
+2025-11-19 16:56:00,124 INFO [streaming_decode.py:582] Cuts processed until now is 300.
+2025-11-19 16:56:00,847 INFO [streaming_decode.py:582] Cuts processed until now is 400.
+2025-11-19 16:56:01,722 INFO [streaming_decode.py:582] Cuts processed until now is 500.
+2025-11-19 16:56:02,725 INFO [streaming_decode.py:582] Cuts processed until now is 600.
+2025-11-19 16:56:03,549 INFO [streaming_decode.py:582] Cuts processed until now is 700.
+2025-11-19 16:56:04,125 INFO [streaming_decode.py:582] Cuts processed until now is 800.
+2025-11-19 16:56:05,040 INFO [streaming_decode.py:582] Cuts processed until now is 900.
+2025-11-19 16:56:43,566 INFO [streaming_decode.py:618] The transcripts are stored in tmp/zipformer-streaming-robust-es-v0/streaming/modified_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:56:43,586 INFO [utils.py:670] [test-slr72-num_active_paths_4] %WER 1.47% [597 / 40600, 96 ins, 327 del, 174 sub ]
+2025-11-19 16:56:43,631 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/zipformer-streaming-robust-es-v0/streaming/modified_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-16-left-context-128-use-averaged-model.txt
+2025-11-19 16:56:43,631 INFO [streaming_decode.py:641] 
 For test-slr72, WER of different settings are:
 num_active_paths_4	1.47	best for test-slr72
 
-2025-11-17 18:00:53,245 INFO [streaming_decode.py:794] Done!
+2025-11-19 16:56:43,631 INFO [streaming_decode.py:794] Done!

streaming/modified_beam_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model-2025-11-17-16-49-52

@@ -1,114 +0,0 @@
-2025-11-17 16:49:52,151 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 16:49:52,151 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 16:49:52,152 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 16:49:52,153 INFO [streaming_decode.py:691] {
-  "attention_decoder_attention_dim": 512,
-  "attention_decoder_dim": 512,
-  "attention_decoder_feedforward_dim": 2048,
-  "attention_decoder_num_heads": 8,
-  "attention_decoder_num_layers": 6,
-  "avg": 5,
-  "batch_idx_train": 0,
-  "beam": 4,
-  "best_train_epoch": -1,
-  "best_train_loss": Infinity,
-  "best_valid_epoch": -1,
-  "best_valid_loss": Infinity,
-  "blank_id": 0,
-  "bucketing_sampler": true,
-  "causal": true,
-  "chunk_size": "32",
-  "cnn_module_kernel": "31,31,15,15,15,31",
-  "concatenate_cuts": false,
-  "context_size": 2,
-  "decoder_dim": 512,
-  "decoding_method": "modified_beam_search",
-  "downsampling_factor": "1,2,4,8,4,2",
-  "drop_last": true,
-  "duration_factor": 1.0,
-  "enable_musan": true,
-  "enable_spec_aug": true,
-  "encoder_dim": "192,256,256,256,256,256",
-  "encoder_unmasked_dim": "192,192,192,192,192,192",
-  "env_info": {
-    "IP address": "127.0.1.1",
-    "hostname": "Bookbot-GPU1",
-    "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
-    "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
-    "k2-build-type": "Release",
-    "k2-git-date": "Thu Jul 25 03:46:03 2024",
-    "k2-git-sha1": "5735fa707f6091856d13ccd230aced6e9e64f815",
-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
-    "k2-version": "1.24.4",
-    "k2-with-cuda": true,
-    "lhotse-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/lhotse/__init__.py",
-    "lhotse-version": "1.31.1.dev+git.4c43958.clean",
-    "python-version": "3.12",
-    "torch-cuda-available": true,
-    "torch-cuda-version": "12.4",
-    "torch-version": "2.4.0+cu124"
-  },
-  "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
-  "feature_dim": 80,
-  "feedforward_dim": "512,768,768,768,768,768",
-  "gap": 1.0,
-  "ignore_id": -1,
-  "input_strategy": "PrecomputedFeatures",
-  "iter": 0,
-  "joiner_dim": 512,
-  "label_smoothing": 0.1,
-  "lang_dir": "data/lang_phone",
-  "left_context_frames": "128",
-  "log_interval": 50,
-  "manifest_dir": "data/fbank",
-  "max_contexts": 4,
-  "max_duration": 200.0,
-  "max_states": 32,
-  "num_active_paths": 4,
-  "num_buckets": 30,
-  "num_decode_streams": 1000,
-  "num_encoder_layers": "2,2,2,2,2,2",
-  "num_heads": "4,4,4,8,4,4",
-  "num_workers": 2,
-  "on_the_fly_feats": false,
-  "pos_dim": 48,
-  "pos_head_dim": "4",
-  "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/modified_beam_search",
-  "reset_interval": 200,
-  "return_cuts": true,
-  "shuffle": true,
-  "spec_aug_time_warp_factor": 80,
-  "subsampling_factor": 4,
-  "suffix": "epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model",
-  "unk_id": 1,
-  "use_attention_decoder": false,
-  "use_averaged_model": true,
-  "use_cr_ctc": false,
-  "use_ctc": false,
-  "use_transducer": true,
-  "valid_interval": 3000,
-  "value_head_dim": "12",
-  "vocab_size": 36,
-  "warm_step": 2000
-}
-2025-11-17 16:49:52,153 INFO [streaming_decode.py:693] About to create model
-2025-11-17 16:49:52,433 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 16:49:54,143 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 16:49:54,143 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 16:49:54,143 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 16:49:54,144 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 16:49:54,144 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
-2025-11-17 16:49:54,320 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 16:49:56,681 INFO [streaming_decode.py:582] Cuts processed until now is 100.
-2025-11-17 16:49:58,404 INFO [streaming_decode.py:582] Cuts processed until now is 200.
-2025-11-17 16:50:00,846 INFO [streaming_decode.py:582] Cuts processed until now is 300.
-2025-11-17 16:50:02,614 INFO [streaming_decode.py:582] Cuts processed until now is 400.
-2025-11-17 16:50:05,448 INFO [streaming_decode.py:582] Cuts processed until now is 500.
-2025-11-17 16:50:07,663 INFO [streaming_decode.py:582] Cuts processed until now is 600.
-2025-11-17 16:50:09,718 INFO [streaming_decode.py:582] Cuts processed until now is 700.
-2025-11-17 16:50:11,793 INFO [streaming_decode.py:582] Cuts processed until now is 800.
-2025-11-17 16:50:13,844 INFO [streaming_decode.py:582] Cuts processed until now is 900.

streaming/modified_beam_search/log-decode-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model-2025-11-17-17-03-31

@@ -1,288 +0,0 @@
-2025-11-17 17:03:31,357 INFO [streaming_decode.py:677] Decoding started
-2025-11-17 17:03:31,357 INFO [streaming_decode.py:683] Device: cuda:0
-2025-11-17 17:03:31,358 INFO [lexicon.py:168] Loading pre-compiled data/lang_phone/Linv.pt
-2025-11-17 17:03:31,359 INFO [streaming_decode.py:691] {
-  "attention_decoder_attention_dim": 512,
-  "attention_decoder_dim": 512,
-  "attention_decoder_feedforward_dim": 2048,
-  "attention_decoder_num_heads": 8,
-  "attention_decoder_num_layers": 6,
-  "avg": 5,
-  "batch_idx_train": 0,
-  "beam": 4,
-  "best_train_epoch": -1,
-  "best_train_loss": Infinity,
-  "best_valid_epoch": -1,
-  "best_valid_loss": Infinity,
-  "blank_id": 0,
-  "bucketing_sampler": true,
-  "causal": true,
-  "chunk_size": "32",
-  "cnn_module_kernel": "31,31,15,15,15,31",
-  "concatenate_cuts": false,
-  "context_size": 2,
-  "decoder_dim": 512,
-  "decoding_method": "modified_beam_search",
-  "downsampling_factor": "1,2,4,8,4,2",
-  "drop_last": true,
-  "duration_factor": 1.0,
-  "enable_musan": true,
-  "enable_spec_aug": true,
-  "encoder_dim": "192,256,256,256,256,256",
-  "encoder_unmasked_dim": "192,192,192,192,192,192",
-  "env_info": {
-    "IP address": "127.0.1.1",
-    "hostname": "Bookbot-GPU1",
-    "icefall-git-branch": "master",
-    "icefall-git-date": "Tue Jan 7 16:20:44 2025",
-    "icefall-git-sha1": "77cd018f-dirty",
-    "icefall-path": "/mnt/Projects/Projects/ASR/icefall",
-    "k2-build-type": "Release",
-    "k2-git-date": "Thu Jul 25 03:46:03 2024",
-    "k2-git-sha1": "5735fa707f6091856d13ccd230aced6e9e64f815",
-    "k2-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/k2/__init__.py",
-    "k2-version": "1.24.4",
-    "k2-with-cuda": true,
-    "lhotse-path": "/home/bookbot/miniconda3/envs/icefall/lib/python3.12/site-packages/lhotse/__init__.py",
-    "lhotse-version": "1.31.1.dev+git.4c43958.clean",
-    "python-version": "3.12",
-    "torch-cuda-available": true,
-    "torch-cuda-version": "12.4",
-    "torch-version": "2.4.0+cu124"
-  },
-  "epoch": 80,
-  "exp_dir": "tmp/exp-causal-80-epoch",
-  "feature_dim": 80,
-  "feedforward_dim": "512,768,768,768,768,768",
-  "gap": 1.0,
-  "ignore_id": -1,
-  "input_strategy": "PrecomputedFeatures",
-  "iter": 0,
-  "joiner_dim": 512,
-  "label_smoothing": 0.1,
-  "lang_dir": "data/lang_phone",
-  "left_context_frames": "128",
-  "log_interval": 50,
-  "manifest_dir": "data/fbank",
-  "max_contexts": 4,
-  "max_duration": 200.0,
-  "max_states": 32,
-  "num_active_paths": 4,
-  "num_buckets": 30,
-  "num_decode_streams": 1000,
-  "num_encoder_layers": "2,2,2,2,2,2",
-  "num_heads": "4,4,4,8,4,4",
-  "num_workers": 2,
-  "on_the_fly_feats": false,
-  "pos_dim": 48,
-  "pos_head_dim": "4",
-  "query_head_dim": "32",
-  "res_dir": "tmp/exp-causal-80-epoch/streaming/modified_beam_search",
-  "reset_interval": 200,
-  "return_cuts": true,
-  "shuffle": true,
-  "spec_aug_time_warp_factor": 80,
-  "subsampling_factor": 4,
-  "suffix": "epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model",
-  "unk_id": 1,
-  "use_attention_decoder": false,
-  "use_averaged_model": true,
-  "use_cr_ctc": false,
-  "use_ctc": false,
-  "use_transducer": true,
-  "valid_interval": 3000,
-  "value_head_dim": "12",
-  "vocab_size": 36,
-  "warm_step": 2000
-}
-2025-11-17 17:03:31,359 INFO [streaming_decode.py:693] About to create model
-2025-11-17 17:03:31,533 INFO [streaming_decode.py:748] Calculating the averaged model over epoch range from 75 (excluded) to 80
-2025-11-17 17:03:32,210 INFO [streaming_decode.py:769] Number of model parameters: 22795007
-2025-11-17 17:03:32,210 INFO [multidataset.py:83] About to get Spanish Common Voice test cuts
-2025-11-17 17:03:32,210 INFO [multidataset.py:85] Loading Spanish Common Voice in lazy mode
-2025-11-17 17:03:32,211 INFO [multidataset.py:94] About to get SLR72 dataset test cuts
-2025-11-17 17:03:32,211 INFO [multidataset.py:96] Loading SLR72 dataset in lazy mode
-2025-11-17 17:03:32,303 INFO [streaming_decode.py:582] Cuts processed until now is 0.
-2025-11-17 17:03:32,971 INFO [streaming_decode.py:582] Cuts processed until now is 100.
-2025-11-17 17:03:33,924 INFO [streaming_decode.py:582] Cuts processed until now is 200.
-2025-11-17 17:03:34,729 INFO [streaming_decode.py:582] Cuts processed until now is 300.
-2025-11-17 17:03:35,544 INFO [streaming_decode.py:582] Cuts processed until now is 400.
-2025-11-17 17:03:36,548 INFO [streaming_decode.py:582] Cuts processed until now is 500.
-2025-11-17 17:03:37,403 INFO [streaming_decode.py:582] Cuts processed until now is 600.
-2025-11-17 17:03:38,383 INFO [streaming_decode.py:582] Cuts processed until now is 700.
-2025-11-17 17:03:39,246 INFO [streaming_decode.py:582] Cuts processed until now is 800.
-2025-11-17 17:03:40,203 INFO [streaming_decode.py:582] Cuts processed until now is 900.
-2025-11-17 17:03:55,119 INFO [streaming_decode.py:582] Cuts processed until now is 1000.
-2025-11-17 17:04:06,879 INFO [streaming_decode.py:582] Cuts processed until now is 1100.
-2025-11-17 17:04:11,466 INFO [streaming_decode.py:582] Cuts processed until now is 1200.
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-2025-11-17 17:15:45,351 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/modified_beam_search/recogs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 17:15:45,682 INFO [utils.py:670] [test-commonvoice-num_active_paths_4] %WER 2.45% [19055 / 778666, 3651 ins, 7180 del, 8224 sub ]
-2025-11-17 17:15:46,506 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/modified_beam_search/errs-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 17:15:46,507 INFO [streaming_decode.py:641] 
-For test-commonvoice, WER of different settings are:
-num_active_paths_4	2.45	best for test-commonvoice
-
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-2025-11-17 17:16:29,747 INFO [streaming_decode.py:618] The transcripts are stored in tmp/exp-causal-80-epoch/streaming/modified_beam_search/recogs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 17:16:29,765 INFO [utils.py:670] [test-slr72-num_active_paths_4] %WER 1.12% [456 / 40600, 75 ins, 240 del, 141 sub ]
-2025-11-17 17:16:29,806 INFO [streaming_decode.py:627] Wrote detailed error stats to tmp/exp-causal-80-epoch/streaming/modified_beam_search/errs-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt
-2025-11-17 17:16:29,807 INFO [streaming_decode.py:641] 
-For test-slr72, WER of different settings are:
-num_active_paths_4	1.12	best for test-slr72
-
-2025-11-17 17:16:29,807 INFO [streaming_decode.py:794] Done!

streaming/modified_beam_search/wer-summary-test-commonvoice-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-num_active_paths_4	2.45

streaming/modified_beam_search/wer-summary-test-slr72-epoch-80-avg-5-chunk-32-left-context-128-use-averaged-model.txt

@@ -1,2 +0,0 @@
-settings	WER
-num_active_paths_4	1.12