patrickvonplaten commited on
Commit
e27e0bd
1 Parent(s): 0afef70
Files changed (3) hide show
  1. README.md +14 -0
  2. config.json +75 -0
  3. pytorch_model.bin +3 -0
README.md ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: fr
3
+ tags:
4
+ - audio
5
+ - automatic-speech-recognition
6
+ - voxpopuli
7
+ license: apache-2.0
8
+ ---
9
+
10
+ # Wav2Vec2-Large-VoxPopuli
11
+
12
+ [Facebook's Wav2Vec2](https://ai.facebook.com/blog/wav2vec-20-learning-the-structure-of-speech-from-raw-audio/) large model pretrained on the **fr** subset of [VoxPopuli corpus](https://arxiv.org/abs/2101.00390).
13
+
14
+ See the official website for more information, [here](https://github.com/facebookresearch/voxpopuli/tree/add_vp_asr)
config.json ADDED
@@ -0,0 +1,75 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_dropout": 0.0,
3
+ "apply_spec_augment": true,
4
+ "architectures": [
5
+ "Wav2Vec2Model"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "bos_token_id": 1,
9
+ "conv_bias": true,
10
+ "conv_dim": [
11
+ 512,
12
+ 512,
13
+ 512,
14
+ 512,
15
+ 512,
16
+ 512,
17
+ 512
18
+ ],
19
+ "conv_kernel": [
20
+ 10,
21
+ 3,
22
+ 3,
23
+ 3,
24
+ 3,
25
+ 2,
26
+ 2
27
+ ],
28
+ "conv_stride": [
29
+ 5,
30
+ 2,
31
+ 2,
32
+ 2,
33
+ 2,
34
+ 2,
35
+ 2
36
+ ],
37
+ "ctc_loss_reduction": "sum",
38
+ "ctc_zero_infinity": false,
39
+ "do_stable_layer_norm": true,
40
+ "eos_token_id": 2,
41
+ "feat_extract_activation": "gelu",
42
+ "feat_extract_dropout": 0.0,
43
+ "feat_extract_norm": "layer",
44
+ "feat_proj_dropout": 0.1,
45
+ "final_dropout": 0.0,
46
+ "gradient_checkpointing": false,
47
+ "hidden_act": "gelu",
48
+ "hidden_dropout": 0.1,
49
+ "hidden_size": 1024,
50
+ "initializer_range": 0.02,
51
+ "intermediate_size": 4096,
52
+ "layer_norm_eps": 1e-05,
53
+ "layerdrop": 0.1,
54
+ "mask_channel_length": 10,
55
+ "mask_channel_min_space": 1,
56
+ "mask_channel_other": 0.0,
57
+ "mask_channel_prob": 0.0,
58
+ "mask_channel_selection": "static",
59
+ "mask_feature_length": 10,
60
+ "mask_feature_prob": 0.0,
61
+ "mask_time_length": 10,
62
+ "mask_time_min_space": 1,
63
+ "mask_time_other": 0.0,
64
+ "mask_time_prob": 0.075,
65
+ "mask_time_selection": "static",
66
+ "model_type": "wav2vec2",
67
+ "num_attention_heads": 16,
68
+ "num_conv_pos_embedding_groups": 16,
69
+ "num_conv_pos_embeddings": 128,
70
+ "num_feat_extract_layers": 7,
71
+ "num_hidden_layers": 24,
72
+ "pad_token_id": 0,
73
+ "transformers_version": "4.6.0.dev0",
74
+ "vocab_size": 32
75
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2097bc8fb6c6827c597279098da22d7349ca77081b3b8aaaa44bac3d385a8bb9
3
+ size 1261920069