Hugging Face's logo

hf-audio
/
wav2vec2-bert-CV16-en

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
English
wav2vec2-bert
mozilla-foundation/common_voice_16_0
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
ylacombe HF staff commited on
Commit
53d84c7
•
1 Parent(s): fafba9a

Training in progress, step 400

Browse files
Files changed (28) hide show
  1. added_tokens.json +4 -0
  2. config.json +81 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +12 -0
  5. runs/Jan05_19-41-46_vorace/events.out.tfevents.1704485123.vorace.2160342.0 +3 -0
  6. runs/Jan05_20-43-03_vorace/events.out.tfevents.1704487427.vorace.2164046.0 +3 -0
  7. runs/Jan05_21-10-53_vorace/events.out.tfevents.1704489268.vorace.2165196.0 +3 -0
  8. runs/Jan05_21-45-08_vorace/events.out.tfevents.1704491323.vorace.2167085.0 +3 -0
  9. runs/Jan05_22-21-31_vorace/events.out.tfevents.1704493506.vorace.2167397.0 +3 -0
  10. runs/Jan05_23-17-29_vorace/events.out.tfevents.1704496865.vorace.2168777.0 +3 -0
  11. runs/Jan05_23-52-59_vorace/events.out.tfevents.1704500188.vorace.2170071.0 +3 -0
  12. runs/Jan06_10-12-20_vorace/events.out.tfevents.1704535987.vorace.2174798.0 +3 -0
  13. runs/Jan06_10-35-20_vorace/events.out.tfevents.1704537535.vorace.2175889.0 +3 -0
  14. runs/Jan06_13-03-36_vorace/events.out.tfevents.1704546254.vorace.2176414.0 +3 -0
  15. runs/Jan06_13-12-52_vorace/events.out.tfevents.1704546811.vorace.2176633.0 +3 -0
  16. runs/Jan06_13-25-26_vorace/events.out.tfevents.1704547740.vorace.2176879.0 +3 -0
  17. runs/Jan06_13-37-39_vorace/events.out.tfevents.1704548474.vorace.2177147.0 +3 -0
  18. runs/Jan06_13-50-05_vorace/events.out.tfevents.1704549219.vorace.2177492.0 +3 -0
  19. runs/Jan06_14-01-22_vorace/events.out.tfevents.1704549897.vorace.2178977.0 +3 -0
  20. runs/Jan06_21-23-00_vorace/events.out.tfevents.1704576398.vorace.2202392.0 +3 -0
  21. runs/Jan06_23-15-42_vorace/events.out.tfevents.1704583160.vorace.2202722.0 +3 -0
  22. runs/Jan07_12-21-17_vorace/events.out.tfevents.1704630292.vorace.2204930.0 +3 -0
  23. runs/Jan07_12-30-41_vorace/events.out.tfevents.1704630808.vorace.2206694.0 +3 -0
  24. runs/Jan07_20-51-22_vorace/events.out.tfevents.1704662416.vorace.2236501.0 +3 -0
  25. special_tokens_map.json +30 -0
  26. tokenizer_config.json +48 -0
  27. training_args.bin +3 -0
  28. vocab.json +35 -0
added_tokens.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "</s>": 137,
3
+ "<s>": 136
4
+ }
config.json ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "ylacombe/w2v-bert-2.0",
3
+ "activation_dropout": 0.0,
4
+ "adapter_kernel_size": 3,
5
+ "adapter_stride": 2,
6
+ "add_adapter": true,
7
+ "apply_spec_augment": false,
8
+ "architectures": [
9
+ "Wav2Vec2BERTForCTC"
10
+ ],
11
+ "attention_dropout": 0.0,
12
+ "bos_token_id": 1,
13
+ "classifier_proj_size": 768,
14
+ "codevector_dim": 768,
15
+ "conformer_conv_dropout": 0.1,
16
+ "contrastive_logits_temperature": 0.1,
17
+ "conv_depthwise_kernel_size": 31,
18
+ "ctc_loss_reduction": "mean",
19
+ "ctc_zero_infinity": false,
20
+ "diversity_loss_weight": 0.1,
21
+ "eos_token_id": 2,
22
+ "feat_proj_dropout": 0.0,
23
+ "feat_quantizer_dropout": 0.0,
24
+ "feature_projection_input_dim": 160,
25
+ "final_dropout": 0.0,
26
+ "hidden_act": "swish",
27
+ "hidden_dropout": 0.0,
28
+ "hidden_size": 1024,
29
+ "initializer_range": 0.02,
30
+ "intermediate_size": 4096,
31
+ "layer_norm_eps": 1e-05,
32
+ "layerdrop": 0.0,
33
+ "left_max_position_embeddings": 64,
34
+ "mask_feature_length": 10,
35
+ "mask_feature_min_masks": 0,
36
+ "mask_feature_prob": 0.0,
37
+ "mask_time_length": 10,
38
+ "mask_time_min_masks": 2,
39
+ "mask_time_prob": 0.0,
40
+ "max_source_positions": 5000,
41
+ "model_type": "wav2vec2-bert",
42
+ "num_adapter_layers": 1,
43
+ "num_attention_heads": 16,
44
+ "num_codevector_groups": 2,
45
+ "num_codevectors_per_group": 320,
46
+ "num_hidden_layers": 24,
47
+ "num_negatives": 100,
48
+ "output_hidden_size": 1024,
49
+ "pad_token_id": 0,
50
+ "position_embeddings_type": "relative_key",
51
+ "proj_codevector_dim": 768,
52
+ "right_max_position_embeddings": 8,
53
+ "rotary_embedding_base": 10000,
54
+ "tdnn_dilation": [
55
+ 1,
56
+ 2,
57
+ 3,
58
+ 1,
59
+ 1
60
+ ],
61
+ "tdnn_dim": [
62
+ 512,
63
+ 512,
64
+ 512,
65
+ 512,
66
+ 1500
67
+ ],
68
+ "tdnn_kernel": [
69
+ 5,
70
+ 3,
71
+ 3,
72
+ 1,
73
+ 1
74
+ ],
75
+ "torch_dtype": "float32",
76
+ "transformers_version": "4.37.0.dev0",
77
+ "use_intermediate_ffn_before_adapter": false,
78
+ "use_weighted_layer_sum": false,
79
+ "vocab_size": 33,
80
+ "xvector_output_dim": 512
81
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9fb632336e20522c55cc35afb5de2772df284b2c171bcabb9b4c66287935b763
3
+ size 2422949860
preprocessor_config.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
4
+ "feature_size": 80,
5
+ "num_mel_bins": 80,
6
+ "padding_side": "right",
7
+ "padding_value": 1,
8
+ "processor_class": "Wav2Vec2Processor",
9
+ "return_attention_mask": true,
10
+ "sampling_rate": 16000,
11
+ "stride": 2
12
+ }
runs/Jan05_19-41-46_vorace/events.out.tfevents.1704485123.vorace.2160342.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:090ee597eb6c6a57805ef43252e5c0c876b05713733b043a32b0b278f86c8f61
3
+ size 11808
runs/Jan05_20-43-03_vorace/events.out.tfevents.1704487427.vorace.2164046.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:098559f85542feb546c76a0d757c018e414a766338607b95f87922d563091adc
3
+ size 11808
runs/Jan05_21-10-53_vorace/events.out.tfevents.1704489268.vorace.2165196.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71705a363569f1565b2464275a7c2aba11c6a6cd384d3b14da113497f4323c56
3
+ size 18088
runs/Jan05_21-45-08_vorace/events.out.tfevents.1704491323.vorace.2167085.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9960df3ba600d62d7515f90173762e5d8cfeb38bd58d1752d95593b6537a69ad
3
+ size 18088
runs/Jan05_22-21-31_vorace/events.out.tfevents.1704493506.vorace.2167397.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4808977821278c9fac1939d7bbeb079020b10bf97d6c00ee191f14167d29c6a7
3
+ size 18088
runs/Jan05_23-17-29_vorace/events.out.tfevents.1704496865.vorace.2168777.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ea04df3b6157a94bb5e51a5aef5abd993ced40ed8241acf9b3adf5fc374e08d
3
+ size 18087
runs/Jan05_23-52-59_vorace/events.out.tfevents.1704500188.vorace.2170071.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2c7632861aa3e5101925fbc14ca006eba125441d5f9426d2405a8fdb8dac761d
3
+ size 11805
runs/Jan06_10-12-20_vorace/events.out.tfevents.1704535987.vorace.2174798.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2120e955e033e124ce9c5f47b54db4a1b739efd6b5285fe6bcca90521eb6549e
3
+ size 11802
runs/Jan06_10-35-20_vorace/events.out.tfevents.1704537535.vorace.2175889.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e55a78e781e624ec42b19d17f41214708220a427f010fe0c2cd34a019e6e2394
3
+ size 11802
runs/Jan06_13-03-36_vorace/events.out.tfevents.1704546254.vorace.2176414.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a594d6cd6674d06a022e22ad55c02b72050e3adb34845fe39eadab45b04003b1
3
+ size 11802
runs/Jan06_13-12-52_vorace/events.out.tfevents.1704546811.vorace.2176633.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:41ce87ce1c566d5666d6ff51893c6fbdb3d7ab2c2c80fd1924113e08f31b77b2
3
+ size 11802
runs/Jan06_13-25-26_vorace/events.out.tfevents.1704547740.vorace.2176879.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebd82af2946c92a3a9b388c443dcbafe29f023cd0e5fd32b7db9a98e38e73cdb
3
+ size 11801
runs/Jan06_13-37-39_vorace/events.out.tfevents.1704548474.vorace.2177147.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:86070f8b2621b86e3ac325581396aeb278b06ce6ca84da5bed0bb015b5e472a1
3
+ size 11801
runs/Jan06_13-50-05_vorace/events.out.tfevents.1704549219.vorace.2177492.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4cae3223a110ae2b285b4012fcd15b00111aa40e56ecc8860d9ddb117b72ab0c
3
+ size 11801
runs/Jan06_14-01-22_vorace/events.out.tfevents.1704549897.vorace.2178977.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f1ac87b197d8c55e1487cbd7267b76d00521ae810d7a68c3ab397e7ac98224f4
3
+ size 11800
runs/Jan06_21-23-00_vorace/events.out.tfevents.1704576398.vorace.2202392.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4fe47de74a5d6c376b28f6f31a0012a85b07a90e6e22abbaddec2284001b1526
3
+ size 11800
runs/Jan06_23-15-42_vorace/events.out.tfevents.1704583160.vorace.2202722.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31caf47f13e60d9bae58079c404786d6cd04633904553222a8d446b3e625ef8d
3
+ size 11800
runs/Jan07_12-21-17_vorace/events.out.tfevents.1704630292.vorace.2204930.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0a5f991480bea3f09ff900d0304aa6e7abebc798db0c28a4417b44796fced4c
3
+ size 5593
runs/Jan07_12-30-41_vorace/events.out.tfevents.1704630808.vorace.2206694.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8041c919a5c1dea314170918ec9bfb8ef12813f3c112ece943633accd326d51b
3
+ size 5593
runs/Jan07_20-51-22_vorace/events.out.tfevents.1704662416.vorace.2236501.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:136b95f283f60c7ab7740864bb53ad18c74d535a9661bb90d91b48edc9993935
3
+ size 18812
special_tokens_map.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": true,
5
+ "normalized": false,
6
+ "rstrip": true,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": true,
12
+ "normalized": false,
13
+ "rstrip": true,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "<pad>",
18
+ "lstrip": true,
19
+ "normalized": false,
20
+ "rstrip": true,
21
+ "single_word": false
22
+ },
23
+ "unk_token": {
24
+ "content": "<unk>",
25
+ "lstrip": true,
26
+ "normalized": false,
27
+ "rstrip": true,
28
+ "single_word": false
29
+ }
30
+ }
tokenizer_config.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<pad>",
5
+ "lstrip": true,
6
+ "normalized": false,
7
+ "rstrip": true,
8
+ "single_word": false,
9
+ "special": false
10
+ },
11
+ "1": {
12
+ "content": "<s>",
13
+ "lstrip": true,
14
+ "normalized": false,
15
+ "rstrip": true,
16
+ "single_word": false,
17
+ "special": false
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": true,
22
+ "normalized": false,
23
+ "rstrip": true,
24
+ "single_word": false,
25
+ "special": false
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": true,
30
+ "normalized": false,
31
+ "rstrip": true,
32
+ "single_word": false,
33
+ "special": false
34
+ }
35
+ },
36
+ "bos_token": "<s>",
37
+ "clean_up_tokenization_spaces": true,
38
+ "do_lower_case": false,
39
+ "eos_token": "</s>",
40
+ "model_max_length": 1000000000000000019884624838656,
41
+ "pad_token": "<pad>",
42
+ "processor_class": "Wav2Vec2Processor",
43
+ "replace_word_delimiter_char": " ",
44
+ "target_lang": null,
45
+ "tokenizer_class": "Wav2Vec2CTCTokenizer",
46
+ "unk_token": "<unk>",
47
+ "word_delimiter_token": "|"
48
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:602a20fec35ee0f52ea74d239027389a45bdfa18e1c86ffbb84548ff05a681d8
3
+ size 4728
vocab.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "'": 5,
3
+ "-": 6,
4
+ "</s>": 2,
5
+ "<pad>": 0,
6
+ "<s>": 1,
7
+ "<unk>": 3,
8
+ "a": 7,
9
+ "b": 8,
10
+ "c": 9,
11
+ "d": 10,
12
+ "e": 11,
13
+ "f": 12,
14
+ "g": 13,
15
+ "h": 14,
16
+ "i": 15,
17
+ "j": 16,
18
+ "k": 17,
19
+ "l": 18,
20
+ "m": 19,
21
+ "n": 20,
22
+ "o": 21,
23
+ "p": 22,
24
+ "q": 23,
25
+ "r": 24,
26
+ "s": 25,
27
+ "t": 26,
28
+ "u": 27,
29
+ "v": 28,
30
+ "w": 29,
31
+ "x": 30,
32
+ "y": 31,
33
+ "z": 32,
34
+ "|": 4
35
+ }