jonatasgrosman
commited on
Commit
•
75d5c26
1
Parent(s):
e1f6e0d
jonatasgrosman/exp_w2v2r_fr_xls-r_age_teens-10_sixties-0_s885
Browse files- .gitattributes +1 -0
- README.md +17 -0
- config.json +108 -0
- cv7_evaluation.json +444 -0
- cv7_transcriptions.json +3 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- vocab.json +1 -0
.gitattributes
CHANGED
@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
35 |
+
cv7_transcriptions.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language:
|
3 |
+
- fr
|
4 |
+
license: apache-2.0
|
5 |
+
tags:
|
6 |
+
- automatic-speech-recognition
|
7 |
+
- fr
|
8 |
+
datasets:
|
9 |
+
- mozilla-foundation/common_voice_7_0
|
10 |
+
---
|
11 |
+
# exp_w2v2r_fr_xls-r_age_teens-10_sixties-0_s885
|
12 |
+
|
13 |
+
Fine-tuned [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) for speech recognition using the train split of [Common Voice 7.0 (fr)](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0).
|
14 |
+
When using this model, make sure that your speech input is sampled at 16kHz.
|
15 |
+
|
16 |
+
This model has been fine-tuned by the [HuggingSound](https://github.com/jonatasgrosman/huggingsound) tool.
|
17 |
+
|
config.json
ADDED
@@ -0,0 +1,108 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/wav2vec2-xls-r-300m",
|
3 |
+
"activation_dropout": 0.05,
|
4 |
+
"adapter_kernel_size": 3,
|
5 |
+
"adapter_stride": 2,
|
6 |
+
"add_adapter": false,
|
7 |
+
"apply_spec_augment": true,
|
8 |
+
"architectures": [
|
9 |
+
"Wav2Vec2ForCTC"
|
10 |
+
],
|
11 |
+
"attention_dropout": 0.05,
|
12 |
+
"bos_token_id": 1,
|
13 |
+
"classifier_proj_size": 256,
|
14 |
+
"codevector_dim": 768,
|
15 |
+
"contrastive_logits_temperature": 0.1,
|
16 |
+
"conv_bias": true,
|
17 |
+
"conv_dim": [
|
18 |
+
512,
|
19 |
+
512,
|
20 |
+
512,
|
21 |
+
512,
|
22 |
+
512,
|
23 |
+
512,
|
24 |
+
512
|
25 |
+
],
|
26 |
+
"conv_kernel": [
|
27 |
+
10,
|
28 |
+
3,
|
29 |
+
3,
|
30 |
+
3,
|
31 |
+
3,
|
32 |
+
2,
|
33 |
+
2
|
34 |
+
],
|
35 |
+
"conv_stride": [
|
36 |
+
5,
|
37 |
+
2,
|
38 |
+
2,
|
39 |
+
2,
|
40 |
+
2,
|
41 |
+
2,
|
42 |
+
2
|
43 |
+
],
|
44 |
+
"ctc_loss_reduction": "mean",
|
45 |
+
"ctc_zero_infinity": false,
|
46 |
+
"diversity_loss_weight": 0.1,
|
47 |
+
"do_stable_layer_norm": true,
|
48 |
+
"eos_token_id": 2,
|
49 |
+
"feat_extract_activation": "gelu",
|
50 |
+
"feat_extract_dropout": 0.0,
|
51 |
+
"feat_extract_norm": "layer",
|
52 |
+
"feat_proj_dropout": 0.05,
|
53 |
+
"feat_quantizer_dropout": 0.0,
|
54 |
+
"final_dropout": 0.05,
|
55 |
+
"gradient_checkpointing": false,
|
56 |
+
"hidden_act": "gelu",
|
57 |
+
"hidden_dropout": 0.05,
|
58 |
+
"hidden_size": 1024,
|
59 |
+
"initializer_range": 0.02,
|
60 |
+
"intermediate_size": 4096,
|
61 |
+
"layer_norm_eps": 1e-05,
|
62 |
+
"layerdrop": 0.05,
|
63 |
+
"mask_feature_length": 10,
|
64 |
+
"mask_feature_min_masks": 0,
|
65 |
+
"mask_feature_prob": 0.0,
|
66 |
+
"mask_time_length": 10,
|
67 |
+
"mask_time_min_masks": 2,
|
68 |
+
"mask_time_prob": 0.05,
|
69 |
+
"model_type": "wav2vec2",
|
70 |
+
"num_adapter_layers": 3,
|
71 |
+
"num_attention_heads": 16,
|
72 |
+
"num_codevector_groups": 2,
|
73 |
+
"num_codevectors_per_group": 320,
|
74 |
+
"num_conv_pos_embedding_groups": 16,
|
75 |
+
"num_conv_pos_embeddings": 128,
|
76 |
+
"num_feat_extract_layers": 7,
|
77 |
+
"num_hidden_layers": 24,
|
78 |
+
"num_negatives": 100,
|
79 |
+
"output_hidden_size": 1024,
|
80 |
+
"pad_token_id": 0,
|
81 |
+
"proj_codevector_dim": 768,
|
82 |
+
"tdnn_dilation": [
|
83 |
+
1,
|
84 |
+
2,
|
85 |
+
3,
|
86 |
+
1,
|
87 |
+
1
|
88 |
+
],
|
89 |
+
"tdnn_dim": [
|
90 |
+
512,
|
91 |
+
512,
|
92 |
+
512,
|
93 |
+
512,
|
94 |
+
1500
|
95 |
+
],
|
96 |
+
"tdnn_kernel": [
|
97 |
+
5,
|
98 |
+
3,
|
99 |
+
3,
|
100 |
+
1,
|
101 |
+
1
|
102 |
+
],
|
103 |
+
"torch_dtype": "float32",
|
104 |
+
"transformers_version": "4.18.0",
|
105 |
+
"use_weighted_layer_sum": false,
|
106 |
+
"vocab_size": 57,
|
107 |
+
"xvector_output_dim": 512
|
108 |
+
}
|
cv7_evaluation.json
ADDED
@@ -0,0 +1,444 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"validation": [
|
3 |
+
{
|
4 |
+
"subset_type": "all",
|
5 |
+
"subset": "all",
|
6 |
+
"cer": 0.0756888937474992,
|
7 |
+
"wer": 0.2631007226883239
|
8 |
+
},
|
9 |
+
{
|
10 |
+
"subset_type": "age",
|
11 |
+
"subset": "",
|
12 |
+
"cer": 0.07384204885830523,
|
13 |
+
"wer": 0.25820164422881925
|
14 |
+
},
|
15 |
+
{
|
16 |
+
"subset_type": "age",
|
17 |
+
"subset": "twenties",
|
18 |
+
"cer": 0.08519543037792786,
|
19 |
+
"wer": 0.2924901185770751
|
20 |
+
},
|
21 |
+
{
|
22 |
+
"subset_type": "age",
|
23 |
+
"subset": "fourties",
|
24 |
+
"cer": 0.08209566132616068,
|
25 |
+
"wer": 0.2823010902342844
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"subset_type": "age",
|
29 |
+
"subset": "thirties",
|
30 |
+
"cer": 0.08537058595265813,
|
31 |
+
"wer": 0.2863524337646334
|
32 |
+
},
|
33 |
+
{
|
34 |
+
"subset_type": "age",
|
35 |
+
"subset": "fifties",
|
36 |
+
"cer": 0.0885697684070723,
|
37 |
+
"wer": 0.281203007518797
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"subset_type": "age",
|
41 |
+
"subset": "sixties",
|
42 |
+
"cer": 0.07477811167796491,
|
43 |
+
"wer": 0.257277397260274
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"subset_type": "age",
|
47 |
+
"subset": "seventies",
|
48 |
+
"cer": 0.08371944400063908,
|
49 |
+
"wer": 0.3007662835249042
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"subset_type": "age",
|
53 |
+
"subset": "teens",
|
54 |
+
"cer": 0.0854211255193252,
|
55 |
+
"wer": 0.2822018348623853
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"subset_type": "age",
|
59 |
+
"subset": "eighties",
|
60 |
+
"cer": 0.15428571428571428,
|
61 |
+
"wer": 0.4482758620689655
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"subset_type": "gender",
|
65 |
+
"subset": "",
|
66 |
+
"cer": 0.07385783587779354,
|
67 |
+
"wer": 0.2581945484031936
|
68 |
+
},
|
69 |
+
{
|
70 |
+
"subset_type": "gender",
|
71 |
+
"subset": "other",
|
72 |
+
"cer": 0.08234737340274491,
|
73 |
+
"wer": 0.25722543352601157
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"subset_type": "gender",
|
77 |
+
"subset": "male",
|
78 |
+
"cer": 0.08279424909479298,
|
79 |
+
"wer": 0.2820755141532784
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"subset_type": "gender",
|
83 |
+
"subset": "female",
|
84 |
+
"cer": 0.08926797920196296,
|
85 |
+
"wer": 0.3000352360817477
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"subset_type": "accent",
|
89 |
+
"subset": "",
|
90 |
+
"cer": 0.07472366777750979,
|
91 |
+
"wer": 0.2605484187842191
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"subset_type": "accent",
|
95 |
+
"subset": "cameroon",
|
96 |
+
"cer": 0.18585858585858586,
|
97 |
+
"wer": 0.5060240963855421
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"subset_type": "accent",
|
101 |
+
"subset": "canada",
|
102 |
+
"cer": 0.12589262099973553,
|
103 |
+
"wer": 0.37576687116564417
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"subset_type": "accent",
|
107 |
+
"subset": "guadeloupe",
|
108 |
+
"cer": 0.0800942285041225,
|
109 |
+
"wer": 0.3125
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"subset_type": "accent",
|
113 |
+
"subset": "italy",
|
114 |
+
"cer": 0.20421052631578948,
|
115 |
+
"wer": 0.45569620253164556
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"subset_type": "accent",
|
119 |
+
"subset": "belgium",
|
120 |
+
"cer": 0.08923695933323754,
|
121 |
+
"wer": 0.26974789915966385
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"subset_type": "accent",
|
125 |
+
"subset": "luxembourg",
|
126 |
+
"cer": 0.08947368421052632,
|
127 |
+
"wer": 0.31666666666666665
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"subset_type": "accent",
|
131 |
+
"subset": "romania",
|
132 |
+
"cer": 0.16279069767441862,
|
133 |
+
"wer": 0.4222222222222222
|
134 |
+
},
|
135 |
+
{
|
136 |
+
"subset_type": "accent",
|
137 |
+
"subset": "monaco",
|
138 |
+
"cer": 0.0273224043715847,
|
139 |
+
"wer": 0.15873015873015872
|
140 |
+
},
|
141 |
+
{
|
142 |
+
"subset_type": "accent",
|
143 |
+
"subset": "germany",
|
144 |
+
"cer": 0.05201342281879195,
|
145 |
+
"wer": 0.25471698113207547
|
146 |
+
},
|
147 |
+
{
|
148 |
+
"subset_type": "accent",
|
149 |
+
"subset": "united_states",
|
150 |
+
"cer": 0.10766045548654245,
|
151 |
+
"wer": 0.31076923076923074
|
152 |
+
},
|
153 |
+
{
|
154 |
+
"subset_type": "accent",
|
155 |
+
"subset": "morocco",
|
156 |
+
"cer": 0.06020066889632107,
|
157 |
+
"wer": 0.21153846153846154
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"subset_type": "accent",
|
161 |
+
"subset": "martinique",
|
162 |
+
"cer": 0.10080645161290322,
|
163 |
+
"wer": 0.3157894736842105
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"subset_type": "accent",
|
167 |
+
"subset": "switzerland",
|
168 |
+
"cer": 0.07119590507212657,
|
169 |
+
"wer": 0.2409972299168975
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"subset_type": "accent",
|
173 |
+
"subset": "senegal",
|
174 |
+
"cer": 0.0979020979020979,
|
175 |
+
"wer": 0.36
|
176 |
+
},
|
177 |
+
{
|
178 |
+
"subset_type": "accent",
|
179 |
+
"subset": "gabon",
|
180 |
+
"cer": 0.1,
|
181 |
+
"wer": 0.3333333333333333
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"subset_type": "accent",
|
185 |
+
"subset": "united_kingdom",
|
186 |
+
"cer": 0.0996309963099631,
|
187 |
+
"wer": 0.32608695652173914
|
188 |
+
},
|
189 |
+
{
|
190 |
+
"subset_type": "accent",
|
191 |
+
"subset": "mayotte",
|
192 |
+
"cer": 0.017167381974248927,
|
193 |
+
"wer": 0.10526315789473684
|
194 |
+
},
|
195 |
+
{
|
196 |
+
"subset_type": "accent",
|
197 |
+
"subset": "france",
|
198 |
+
"cer": 0.07508285918352607,
|
199 |
+
"wer": 0.2653071040353999
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"subset_type": "accent",
|
203 |
+
"subset": "st_pierre_et_miquelon",
|
204 |
+
"cer": 0.18815331010452963,
|
205 |
+
"wer": 0.5833333333333334
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"subset_type": "accent",
|
209 |
+
"subset": "cote_d_ivoire",
|
210 |
+
"cer": 0.21419518377693283,
|
211 |
+
"wer": 0.5909090909090909
|
212 |
+
},
|
213 |
+
{
|
214 |
+
"subset_type": "accent",
|
215 |
+
"subset": "tunisia",
|
216 |
+
"cer": 0.17229729729729729,
|
217 |
+
"wer": 0.4375
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"subset_type": "accent",
|
221 |
+
"subset": "algeria",
|
222 |
+
"cer": 0.10586552217453506,
|
223 |
+
"wer": 0.344
|
224 |
+
}
|
225 |
+
],
|
226 |
+
"test": [
|
227 |
+
{
|
228 |
+
"subset_type": "all",
|
229 |
+
"subset": "all",
|
230 |
+
"cer": 0.08567831207850915,
|
231 |
+
"wer": 0.28154213751972673
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"subset_type": "age",
|
235 |
+
"subset": "",
|
236 |
+
"cer": 0.08466818387383838,
|
237 |
+
"wer": 0.27857650307242726
|
238 |
+
},
|
239 |
+
{
|
240 |
+
"subset_type": "age",
|
241 |
+
"subset": "twenties",
|
242 |
+
"cer": 0.09914721929301729,
|
243 |
+
"wer": 0.31443440153382635
|
244 |
+
},
|
245 |
+
{
|
246 |
+
"subset_type": "age",
|
247 |
+
"subset": "fourties",
|
248 |
+
"cer": 0.08771238888263756,
|
249 |
+
"wer": 0.28713527851458887
|
250 |
+
},
|
251 |
+
{
|
252 |
+
"subset_type": "age",
|
253 |
+
"subset": "thirties",
|
254 |
+
"cer": 0.0940703608363817,
|
255 |
+
"wer": 0.3075245365321701
|
256 |
+
},
|
257 |
+
{
|
258 |
+
"subset_type": "age",
|
259 |
+
"subset": "fifties",
|
260 |
+
"cer": 0.0848462664714495,
|
261 |
+
"wer": 0.2900662251655629
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"subset_type": "age",
|
265 |
+
"subset": "sixties",
|
266 |
+
"cer": 0.08407749356742848,
|
267 |
+
"wer": 0.28662420382165604
|
268 |
+
},
|
269 |
+
{
|
270 |
+
"subset_type": "age",
|
271 |
+
"subset": "seventies",
|
272 |
+
"cer": 0.08100479819362122,
|
273 |
+
"wer": 0.2677966101694915
|
274 |
+
},
|
275 |
+
{
|
276 |
+
"subset_type": "age",
|
277 |
+
"subset": "teens",
|
278 |
+
"cer": 0.09094305783888806,
|
279 |
+
"wer": 0.29523809523809524
|
280 |
+
},
|
281 |
+
{
|
282 |
+
"subset_type": "gender",
|
283 |
+
"subset": "",
|
284 |
+
"cer": 0.08460981640991261,
|
285 |
+
"wer": 0.2784976841858798
|
286 |
+
},
|
287 |
+
{
|
288 |
+
"subset_type": "gender",
|
289 |
+
"subset": "other",
|
290 |
+
"cer": 0.14516920058852378,
|
291 |
+
"wer": 0.4235294117647059
|
292 |
+
},
|
293 |
+
{
|
294 |
+
"subset_type": "gender",
|
295 |
+
"subset": "male",
|
296 |
+
"cer": 0.09115611642580908,
|
297 |
+
"wer": 0.2979967119283931
|
298 |
+
},
|
299 |
+
{
|
300 |
+
"subset_type": "gender",
|
301 |
+
"subset": "female",
|
302 |
+
"cer": 0.09406789347353983,
|
303 |
+
"wer": 0.3039779259599908
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"subset_type": "accent",
|
307 |
+
"subset": "",
|
308 |
+
"cer": 0.08550732524464803,
|
309 |
+
"wer": 0.28071612783722555
|
310 |
+
},
|
311 |
+
{
|
312 |
+
"subset_type": "accent",
|
313 |
+
"subset": "other",
|
314 |
+
"cer": 0.037383177570093455,
|
315 |
+
"wer": 0.25
|
316 |
+
},
|
317 |
+
{
|
318 |
+
"subset_type": "accent",
|
319 |
+
"subset": "cameroon",
|
320 |
+
"cer": 0.13555555555555557,
|
321 |
+
"wer": 0.36363636363636365
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"subset_type": "accent",
|
325 |
+
"subset": "canada",
|
326 |
+
"cer": 0.14120832145910517,
|
327 |
+
"wer": 0.40084745762711865
|
328 |
+
},
|
329 |
+
{
|
330 |
+
"subset_type": "accent",
|
331 |
+
"subset": "reunion",
|
332 |
+
"cer": 0.06269592476489028,
|
333 |
+
"wer": 0.2037037037037037
|
334 |
+
},
|
335 |
+
{
|
336 |
+
"subset_type": "accent",
|
337 |
+
"subset": "guadeloupe",
|
338 |
+
"cer": 0.015810276679841896,
|
339 |
+
"wer": 0.09523809523809523
|
340 |
+
},
|
341 |
+
{
|
342 |
+
"subset_type": "accent",
|
343 |
+
"subset": "benin",
|
344 |
+
"cer": 0.12727272727272726,
|
345 |
+
"wer": 0.34210526315789475
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"subset_type": "accent",
|
349 |
+
"subset": "belgium",
|
350 |
+
"cer": 0.07630443311102393,
|
351 |
+
"wer": 0.28088578088578087
|
352 |
+
},
|
353 |
+
{
|
354 |
+
"subset_type": "accent",
|
355 |
+
"subset": "romania",
|
356 |
+
"cer": 0.0916030534351145,
|
357 |
+
"wer": 0.3181818181818182
|
358 |
+
},
|
359 |
+
{
|
360 |
+
"subset_type": "accent",
|
361 |
+
"subset": "monaco",
|
362 |
+
"cer": 0.10638297872340426,
|
363 |
+
"wer": 0.2830188679245283
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"subset_type": "accent",
|
367 |
+
"subset": "germany",
|
368 |
+
"cer": 0.10646900269541779,
|
369 |
+
"wer": 0.3319838056680162
|
370 |
+
},
|
371 |
+
{
|
372 |
+
"subset_type": "accent",
|
373 |
+
"subset": "united_states",
|
374 |
+
"cer": 0.21702838063439064,
|
375 |
+
"wer": 0.5448717948717948
|
376 |
+
},
|
377 |
+
{
|
378 |
+
"subset_type": "accent",
|
379 |
+
"subset": "morocco",
|
380 |
+
"cer": 0.0784313725490196,
|
381 |
+
"wer": 0.25862068965517243
|
382 |
+
},
|
383 |
+
{
|
384 |
+
"subset_type": "accent",
|
385 |
+
"subset": "martinique",
|
386 |
+
"cer": 0.04824561403508772,
|
387 |
+
"wer": 0.21052631578947367
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"subset_type": "accent",
|
391 |
+
"subset": "burundi",
|
392 |
+
"cer": 0.11904761904761904,
|
393 |
+
"wer": 0.35714285714285715
|
394 |
+
},
|
395 |
+
{
|
396 |
+
"subset_type": "accent",
|
397 |
+
"subset": "switzerland",
|
398 |
+
"cer": 0.0815450643776824,
|
399 |
+
"wer": 0.2737226277372263
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"subset_type": "accent",
|
403 |
+
"subset": "senegal",
|
404 |
+
"cer": 0.11329305135951662,
|
405 |
+
"wer": 0.336283185840708
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"subset_type": "accent",
|
409 |
+
"subset": "united_kingdom",
|
410 |
+
"cer": 0.17142857142857143,
|
411 |
+
"wer": 0.3333333333333333
|
412 |
+
},
|
413 |
+
{
|
414 |
+
"subset_type": "accent",
|
415 |
+
"subset": "france",
|
416 |
+
"cer": 0.07854698540092075,
|
417 |
+
"wer": 0.2700237318303174
|
418 |
+
},
|
419 |
+
{
|
420 |
+
"subset_type": "accent",
|
421 |
+
"subset": "cote_d_ivoire",
|
422 |
+
"cer": 0.14009111617312073,
|
423 |
+
"wer": 0.4125874125874126
|
424 |
+
},
|
425 |
+
{
|
426 |
+
"subset_type": "accent",
|
427 |
+
"subset": "new_caledonia",
|
428 |
+
"cer": 0.1070110701107011,
|
429 |
+
"wer": 0.34146341463414637
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"subset_type": "accent",
|
433 |
+
"subset": "tunisia",
|
434 |
+
"cer": 0.11009174311926606,
|
435 |
+
"wer": 0.2978723404255319
|
436 |
+
},
|
437 |
+
{
|
438 |
+
"subset_type": "accent",
|
439 |
+
"subset": "algeria",
|
440 |
+
"cer": 0.11759425493716337,
|
441 |
+
"wer": 0.3709677419354839
|
442 |
+
}
|
443 |
+
]
|
444 |
+
}
|
cv7_transcriptions.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b79aa98411029f1aca7f9b52f42f972b8fd305b892e19da55f3a95c61a213fb
|
3 |
+
size 130576672
|
preprocessor_config.json
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
4 |
+
"feature_size": 1,
|
5 |
+
"padding_side": "right",
|
6 |
+
"padding_value": 0,
|
7 |
+
"processor_class": "Wav2Vec2Processor",
|
8 |
+
"return_attention_mask": true,
|
9 |
+
"sampling_rate": 16000
|
10 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:63c806322701d6dfe62df981c2c73a8eaff1f3a7ff23026b521610d5b6443bce
|
3 |
+
size 1262132401
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "<pad>", "do_lower_case": false, "word_delimiter_token": "|", "replace_word_delimiter_char": " ", "special_tokens_map_file": null, "name_or_path": "/tmp/tmpiv_b2cmf", "tokenizer_class": "Wav2Vec2CTCTokenizer", "processor_class": "Wav2Vec2Processor"}
|
vocab.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"<pad>": 0, "<s>": 1, "</s>": 2, "<unk>": 3, "|": 4, "'": 5, "-": 6, "a": 7, "b": 8, "c": 9, "d": 10, "e": 11, "f": 12, "g": 13, "h": 14, "i": 15, "j": 16, "k": 17, "l": 18, "m": 19, "n": 20, "o": 21, "p": 22, "q": 23, "r": 24, "s": 25, "t": 26, "u": 27, "v": 28, "w": 29, "x": 30, "y": 31, "z": 32, "à": 33, "á": 34, "â": 35, "ä": 36, "ç": 37, "è": 38, "é": 39, "ê": 40, "ë": 41, "í": 42, "î": 43, "ï": 44, "ó": 45, "ô": 46, "ö": 47, "ù": 48, "û": 49, "ü": 50, "ć": 51, "č": 52, "ł": 53, "ō": 54, "œ": 55, "š": 56}
|