Hugging Face's logo

sofiapecora
/
wav2vec2-large-robust-12-ft-emotion-msp-dim-finetuned-gtzan

Audio Classification
Transformers
TensorBoard
Safetensors
wav2vec2
Inference Endpoints
Model card Files Metrics Community
sofiapecora commited on
Commit
5de5295
·
1 Parent(s): 1851f26

Training in progress, epoch 0

Browse files
Files changed (18) hide show
  1. config.json +137 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +9 -0
  4. runs/Dec13_16-02-24_fbde7abd1262/events.out.tfevents.1702483347.fbde7abd1262.171.1 +3 -0
  5. runs/Dec13_16-44-07_fbde7abd1262/events.out.tfevents.1702485851.fbde7abd1262.171.2 +3 -0
  6. runs/Dec13_16-44-43_fbde7abd1262/events.out.tfevents.1702485888.fbde7abd1262.171.3 +3 -0
  7. runs/Dec13_16-46-15_fbde7abd1262/events.out.tfevents.1702485976.fbde7abd1262.171.4 +3 -0
  8. runs/Dec13_16-50-38_fbde7abd1262/events.out.tfevents.1702486252.fbde7abd1262.22842.0 +3 -0
  9. runs/Dec13_16-50-38_fbde7abd1262/events.out.tfevents.1702486685.fbde7abd1262.22842.1 +3 -0
  10. runs/Dec13_17-01-33_fbde7abd1262/events.out.tfevents.1702486901.fbde7abd1262.22842.2 +3 -0
  11. runs/Dec13_18-01-37_fbde7abd1262/events.out.tfevents.1702490516.fbde7abd1262.40904.0 +3 -0
  12. runs/Dec13_18-02-27_fbde7abd1262/events.out.tfevents.1702490552.fbde7abd1262.40904.1 +3 -0
  13. runs/Dec13_18-02-54_fbde7abd1262/events.out.tfevents.1702490579.fbde7abd1262.40904.2 +3 -0
  14. runs/Dec13_18-03-13_fbde7abd1262/events.out.tfevents.1702490597.fbde7abd1262.40904.3 +3 -0
  15. runs/Dec13_18-03-31_fbde7abd1262/events.out.tfevents.1702490639.fbde7abd1262.40904.4 +3 -0
  16. runs/Dec13_18-05-27_fbde7abd1262/events.out.tfevents.1702490730.fbde7abd1262.40904.5 +3 -0
  17. runs/Dec13_18-05-27_fbde7abd1262/events.out.tfevents.1702490764.fbde7abd1262.40904.6 +3 -0
  18. training_args.bin +3 -0
config.json ADDED
@@ -0,0 +1,137 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim",
3
+ "activation_dropout": 0.1,
4
+ "adapter_attn_dim": null,
5
+ "adapter_kernel_size": 3,
6
+ "adapter_stride": 2,
7
+ "add_adapter": false,
8
+ "apply_spec_augment": true,
9
+ "architectures": [
10
+ "Wav2Vec2ForSequenceClassification"
11
+ ],
12
+ "attention_dropout": 0.1,
13
+ "bos_token_id": 1,
14
+ "classifier_proj_size": 256,
15
+ "codevector_dim": 768,
16
+ "contrastive_logits_temperature": 0.1,
17
+ "conv_bias": true,
18
+ "conv_dim": [
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512,
25
+ 512
26
+ ],
27
+ "conv_kernel": [
28
+ 10,
29
+ 3,
30
+ 3,
31
+ 3,
32
+ 3,
33
+ 2,
34
+ 2
35
+ ],
36
+ "conv_stride": [
37
+ 5,
38
+ 2,
39
+ 2,
40
+ 2,
41
+ 2,
42
+ 2,
43
+ 2
44
+ ],
45
+ "ctc_loss_reduction": "sum",
46
+ "ctc_zero_infinity": false,
47
+ "diversity_loss_weight": 0.1,
48
+ "do_stable_layer_norm": true,
49
+ "eos_token_id": 2,
50
+ "feat_extract_activation": "gelu",
51
+ "feat_extract_dropout": 0.0,
52
+ "feat_extract_norm": "layer",
53
+ "feat_proj_dropout": 0.1,
54
+ "feat_quantizer_dropout": 0.0,
55
+ "final_dropout": 0.1,
56
+ "finetuning_task": "wav2vec2_reg",
57
+ "gradient_checkpointing": false,
58
+ "hidden_act": "gelu",
59
+ "hidden_dropout": 0.1,
60
+ "hidden_dropout_prob": 0.1,
61
+ "hidden_size": 1024,
62
+ "id2label": {
63
+ "0": "blues",
64
+ "1": "classical",
65
+ "2": "country",
66
+ "3": "disco",
67
+ "4": "hiphop",
68
+ "5": "jazz",
69
+ "6": "metal",
70
+ "7": "pop",
71
+ "8": "reggae",
72
+ "9": "rock"
73
+ },
74
+ "initializer_range": 0.02,
75
+ "intermediate_size": 4096,
76
+ "label2id": {
77
+ "blues": "0",
78
+ "classical": "1",
79
+ "country": "2",
80
+ "disco": "3",
81
+ "hiphop": "4",
82
+ "jazz": "5",
83
+ "metal": "6",
84
+ "pop": "7",
85
+ "reggae": "8",
86
+ "rock": "9"
87
+ },
88
+ "layer_norm_eps": 1e-05,
89
+ "layerdrop": 0.1,
90
+ "mask_feature_length": 10,
91
+ "mask_feature_min_masks": 0,
92
+ "mask_feature_prob": 0.0,
93
+ "mask_time_length": 10,
94
+ "mask_time_min_masks": 2,
95
+ "mask_time_prob": 0.05,
96
+ "model_type": "wav2vec2",
97
+ "num_adapter_layers": 3,
98
+ "num_attention_heads": 16,
99
+ "num_codevector_groups": 2,
100
+ "num_codevectors_per_group": 320,
101
+ "num_conv_pos_embedding_groups": 16,
102
+ "num_conv_pos_embeddings": 128,
103
+ "num_feat_extract_layers": 7,
104
+ "num_hidden_layers": 12,
105
+ "num_negatives": 100,
106
+ "output_hidden_size": 1024,
107
+ "pad_token_id": 0,
108
+ "pooling_mode": "mean",
109
+ "problem_type": "regression",
110
+ "proj_codevector_dim": 768,
111
+ "tdnn_dilation": [
112
+ 1,
113
+ 2,
114
+ 3,
115
+ 1,
116
+ 1
117
+ ],
118
+ "tdnn_dim": [
119
+ 512,
120
+ 512,
121
+ 512,
122
+ 512,
123
+ 1500
124
+ ],
125
+ "tdnn_kernel": [
126
+ 5,
127
+ 3,
128
+ 3,
129
+ 1,
130
+ 1
131
+ ],
132
+ "torch_dtype": "float32",
133
+ "transformers_version": "4.36.0.dev0",
134
+ "use_weighted_layer_sum": false,
135
+ "vocab_size": null,
136
+ "xvector_output_dim": 512
137
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34460c65c55681f2cb5c5c0ff2d8fceed2909c1d7a3b63c60ba48dceb0bfc6c4
3
+ size 658224688
preprocessor_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
4
+ "feature_size": 1,
5
+ "padding_side": "right",
6
+ "padding_value": 0.0,
7
+ "return_attention_mask": true,
8
+ "sampling_rate": 16000
9
+ }
runs/Dec13_16-02-24_fbde7abd1262/events.out.tfevents.1702483347.fbde7abd1262.171.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:baa83e800ac95178d97a1ea5dedf8de3b42d4c74422f865eeb1750e5c8ea01b2
3
+ size 6507
runs/Dec13_16-44-07_fbde7abd1262/events.out.tfevents.1702485851.fbde7abd1262.171.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3597a85d6ddf8b81f51a78353d43b4c8bb440e47288dd50c7e42c8420682d676
3
+ size 6507
runs/Dec13_16-44-43_fbde7abd1262/events.out.tfevents.1702485888.fbde7abd1262.171.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1c1b001bfc25246bb754fb715a21f8b2936bf9adba6c0ac22f4e87e0f992d13
3
+ size 4184
runs/Dec13_16-46-15_fbde7abd1262/events.out.tfevents.1702485976.fbde7abd1262.171.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df2f253fb895d172f4b61810b731d71ef3c0388ba6df167b9e6671d337405c79
3
+ size 4184
runs/Dec13_16-50-38_fbde7abd1262/events.out.tfevents.1702486252.fbde7abd1262.22842.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e2122da09ac42216c90ed313e52eff89968626586231f1f84e48e6ffe1be9099
3
+ size 6507
runs/Dec13_16-50-38_fbde7abd1262/events.out.tfevents.1702486685.fbde7abd1262.22842.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f0375a60208e6e46412f50a849184d6ac5c3193b28eeb6148c4b11539c3c9102
3
+ size 6507
runs/Dec13_17-01-33_fbde7abd1262/events.out.tfevents.1702486901.fbde7abd1262.22842.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:241b0ff729fe2184516da503d3a2f20854ed0ae3e97eb70845e39163c9361c2f
3
+ size 6507
runs/Dec13_18-01-37_fbde7abd1262/events.out.tfevents.1702490516.fbde7abd1262.40904.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f1c6e23227e447095915bc791afe52690832f5c415336712acbf2505d9f289d3
3
+ size 6507
runs/Dec13_18-02-27_fbde7abd1262/events.out.tfevents.1702490552.fbde7abd1262.40904.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1971ea67822cb079f60058f214c3bf09b21dd78e164919c8b8b162c8d504f3d4
3
+ size 6507
runs/Dec13_18-02-54_fbde7abd1262/events.out.tfevents.1702490579.fbde7abd1262.40904.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d6e9c8e25ee26ec223b35952ee99004c0a62e5d472b313cb87fbdd62560e9233
3
+ size 6507
runs/Dec13_18-03-13_fbde7abd1262/events.out.tfevents.1702490597.fbde7abd1262.40904.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:815b68691f3f802ccb31cd45d4887d355f68f417a3b3d360bfc7b5862051b8c7
3
+ size 6507
runs/Dec13_18-03-31_fbde7abd1262/events.out.tfevents.1702490639.fbde7abd1262.40904.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a57b4b6844ac138c154df27d0f3c1e7f4b0e469468cf3b7bb5e85028c3b96bda
3
+ size 6507
runs/Dec13_18-05-27_fbde7abd1262/events.out.tfevents.1702490730.fbde7abd1262.40904.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2c86c41f0f00df12e0e6c7e0d5bf8d09bea1c1e7f79659dc1546f69d989d931
3
+ size 6507
runs/Dec13_18-05-27_fbde7abd1262/events.out.tfevents.1702490764.fbde7abd1262.40904.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ada794823a42ee78e2dae97979f47229c4982071467602da83819b6e997850f
3
+ size 13820
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cc110dc98e1ec6e430db9fcaddddfaf44c96e0ae26634f425471ecae76a745ea
3
+ size 4792