Hugging Face's logo

YoussefAshmawy
/
Graduation_Project_Whisper_base

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Arabic
whisper
Generated from Trainer
arabic
quran
Eval Results
Model card Files
xet
Metrics Community
YoussefAshmawy commited on
Commit
be3774a
·
verified ·
1 Parent(s): 1ec3612

Training finished

Browse files
Files changed (5) hide show
  1. README.md +35 -35
  2. generation_config.json +1 -10
  3. model.safetensors +1 -1
  4. runs/Apr27_14-33-43_b232742143dc/events.out.tfevents.1745764425.b232742143dc.18.0 +2 -2
  5. runs/Apr27_14-33-43_b232742143dc/events.out.tfevents.1745793121.b232742143dc.18.1 +3 -0
README.md CHANGED
@@ -20,9 +20,9 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the quran-ayat-speech-to-text dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.0032
24
- - Wer: 0.0519
25
- - Cer: 0.0222
26
 
27
  ## Model description
28
 
@@ -55,38 +55,38 @@ The following hyperparameters were used during training:
55
 
56
  ### Training results
57
 
58
- | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
59
- |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|
60
- | 0.0059 | 1.0 | 375 | 0.0034 | 0.0498 | 0.0226 |
61
- | 0.0019 | 2.0 | 750 | 0.0046 | 0.0545 | 0.0235 |
62
- | 0.0013 | 3.0 | 1125 | 0.0056 | 0.0677 | 0.0288 |
63
- | 0.0008 | 4.0 | 1500 | 0.0062 | 0.0762 | 0.0314 |
64
- | 0.0006 | 5.0 | 1875 | 0.0065 | 0.0726 | 0.0311 |
65
- | 0.0005 | 6.0 | 2250 | 0.0063 | 0.0702 | 0.0301 |
66
- | 0.0004 | 7.0 | 2625 | 0.0075 | 0.0878 | 0.0408 |
67
- | 0.0004 | 8.0 | 3000 | 0.0072 | 0.0706 | 0.0284 |
68
- | 0.0005 | 9.0 | 3375 | 0.0074 | 0.0767 | 0.0321 |
69
- | 0.0003 | 10.0 | 3750 | 0.0074 | 0.0757 | 0.0315 |
70
- | 0.0003 | 11.0 | 4125 | 0.0077 | 0.0751 | 0.0330 |
71
- | 0.0001 | 12.0 | 4500 | 0.0076 | 0.0708 | 0.0322 |
72
- | 0.0002 | 13.0 | 4875 | 0.0082 | 0.0726 | 0.0307 |
73
- | 0.0001 | 14.0 | 5250 | 0.0081 | 0.0813 | 0.0374 |
74
- | 0.0002 | 15.0 | 5625 | 0.0085 | 0.0782 | 0.0317 |
75
- | 0.0002 | 16.0 | 6000 | 0.0090 | 0.0842 | 0.0343 |
76
- | 0.0 | 17.0 | 6375 | 0.0089 | 0.0804 | 0.0359 |
77
- | 0.0 | 18.0 | 6750 | 0.0089 | 0.0787 | 0.0347 |
78
- | 0.0 | 19.0 | 7125 | 0.0094 | 0.0744 | 0.0316 |
79
- | 0.0001 | 20.0 | 7500 | 0.0100 | 0.0885 | 0.0399 |
80
- | 0.0 | 21.0 | 7875 | 0.0098 | 0.0795 | 0.0360 |
81
- | 0.0 | 22.0 | 8250 | 0.0099 | 0.0807 | 0.0370 |
82
- | 0.0 | 23.0 | 8625 | 0.0100 | 0.0787 | 0.0353 |
83
- | 0.0 | 24.0 | 9000 | 0.0102 | 0.0796 | 0.0366 |
84
- | 0.0 | 25.0 | 9375 | 0.0103 | 0.0786 | 0.0358 |
85
- | 0.0 | 26.0 | 9750 | 0.0103 | 0.0786 | 0.0359 |
86
- | 0.0 | 27.0 | 10125 | 0.0104 | 0.0784 | 0.0359 |
87
- | 0.0 | 28.0 | 10500 | 0.0104 | 0.0776 | 0.0355 |
88
- | 0.0 | 29.0 | 10875 | 0.0100 | 0.0789 | 0.0353 |
89
- | 0.0 | 30.0 | 11250 | 0.0105 | 0.0773 | 0.0353 |
90
 
91
 
92
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the quran-ayat-speech-to-text dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.0029
24
+ - Wer: 0.0484
25
+ - Cer: 0.0204
26
 
27
  ## Model description
28
 
 
55
 
56
  ### Training results
57
 
58
+ | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
59
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|
60
+ | 0.0032 | 1.0 | 313 | 0.0029 | 0.0463 | 0.0195 |
61
+ | 0.0009 | 2.0 | 626 | 0.0041 | 0.0547 | 0.0233 |
62
+ | 0.0013 | 3.0 | 939 | 0.0048 | 0.0624 | 0.0229 |
63
+ | 0.001 | 4.0 | 1252 | 0.0059 | 0.0614 | 0.0230 |
64
+ | 0.0007 | 5.0 | 1565 | 0.0057 | 0.0677 | 0.0270 |
65
+ | 0.0006 | 6.0 | 1878 | 0.0066 | 0.0708 | 0.0265 |
66
+ | 0.0003 | 7.0 | 2191 | 0.0061 | 0.0688 | 0.0261 |
67
+ | 0.0003 | 8.0 | 2504 | 0.0067 | 0.0717 | 0.0285 |
68
+ | 0.0002 | 9.0 | 2817 | 0.0062 | 0.0684 | 0.0249 |
69
+ | 0.0005 | 10.0 | 3130 | 0.0066 | 0.0686 | 0.0265 |
70
+ | 0.0001 | 11.0 | 3443 | 0.0069 | 0.0720 | 0.0283 |
71
+ | 0.0006 | 12.0 | 3756 | 0.0062 | 0.0758 | 0.0269 |
72
+ | 0.0 | 13.0 | 4069 | 0.0064 | 0.0675 | 0.0276 |
73
+ | 0.0 | 14.0 | 4382 | 0.0071 | 0.0664 | 0.0258 |
74
+ | 0.0 | 15.0 | 4695 | 0.0068 | 0.0671 | 0.0260 |
75
+ | 0.0 | 16.0 | 5008 | 0.0072 | 0.0657 | 0.0252 |
76
+ | 0.0 | 17.0 | 5321 | 0.0074 | 0.0650 | 0.0262 |
77
+ | 0.0 | 18.0 | 5634 | 0.0075 | 0.0657 | 0.0270 |
78
+ | 0.0 | 19.0 | 5947 | 0.0076 | 0.0659 | 0.0271 |
79
+ | 0.0 | 20.0 | 6260 | 0.0076 | 0.0644 | 0.0258 |
80
+ | 0.0 | 21.0 | 6573 | 0.0077 | 0.0643 | 0.0259 |
81
+ | 0.0 | 22.0 | 6886 | 0.0077 | 0.0635 | 0.0255 |
82
+ | 0.0 | 23.0 | 7199 | 0.0078 | 0.0635 | 0.0255 |
83
+ | 0.0 | 24.0 | 7512 | 0.0078 | 0.0633 | 0.0255 |
84
+ | 0.0 | 25.0 | 7825 | 0.0079 | 0.0635 | 0.0255 |
85
+ | 0.0 | 26.0 | 8138 | 0.0079 | 0.0637 | 0.0256 |
86
+ | 0.0 | 27.0 | 8451 | 0.0079 | 0.0635 | 0.0255 |
87
+ | 0.0 | 28.0 | 8764 | 0.0079 | 0.0632 | 0.0256 |
88
+ | 0.0 | 29.0 | 9077 | 0.0075 | 0.0617 | 0.0251 |
89
+ | 0.0 | 29.9056 | 9360 | 0.0080 | 0.0633 | 0.0256 |
90
 
91
 
92
  ### Framework versions
generation_config.json CHANGED
@@ -40,16 +40,7 @@
40
  "bos_token_id": 50257,
41
  "decoder_start_token_id": 50258,
42
  "eos_token_id": 50257,
43
- "input_ids": [
44
- [
45
- 1,
46
- null
47
- ],
48
- [
49
- 2,
50
- 50359
51
- ]
52
- ],
53
  "is_multilingual": true,
54
  "lang_to_id": {
55
  "<|af|>": 50327,
 
40
  "bos_token_id": 50257,
41
  "decoder_start_token_id": 50258,
42
  "eos_token_id": 50257,
43
+ "input_ids": null,
 
 
 
 
 
 
 
 
 
44
  "is_multilingual": true,
45
  "lang_to_id": {
46
  "<|af|>": 50327,
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b6735616694ef21064bf7000949b57b1ac79314cc702e65c1244fe1c1ab8135d
3
  size 290403936
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:45d26ede69d7dad4be4681d5b586f844050162df464c20a89b174a8b24f81106
3
  size 290403936
runs/Apr27_14-33-43_b232742143dc/events.out.tfevents.1745764425.b232742143dc.18.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9095be01536ae5b35d139bf3e6735aad5673f7f6dd17a0722de7d81a8c8c368d
3
- size 95738
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2392f3c3dbb0efaade1073c3056b7e4e058a40dd32d8fcbcc51a5d919308b1ca
3
+ size 96092
runs/Apr27_14-33-43_b232742143dc/events.out.tfevents.1745793121.b232742143dc.18.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:44f06ff14d28506358aa9e313c7fdef0daf1cbb1f64a6b7ef5c63a2234bfe064
3
+ size 453