Hugging Face's logo

Baselhany
/
Graduation_Project_Whisper_base_segment

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Arabic
whisper
Generated from Trainer
Model card Files
xet
Metrics Community
Baselhany commited on
Commit
a2b277c
·
verified ·
1 Parent(s): 162db7f

Segementation

Browse files
Files changed (4) hide show
  1. README.md +28 -28
  2. model.safetensors +1 -1
  3. runs/Apr30_01-51-02_8a9aa289be49/events.out.tfevents.1745977865.8a9aa289be49.19.0 +2 -2
  4. runs/Apr30_01-51-02_8a9aa289be49/events.out.tfevents.1746016688.8a9aa289be49.19.1 +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: 0.0036
24
- - Wer: 0.0518
25
- - Cer: 0.0212
26
 
27
  ## Model description
28
 
@@ -57,31 +57,31 @@ The following hyperparameters were used during training:
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
59
  |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|
60
- | 0.0051 | 1.0 | 282 | 0.0036 | 0.0472 | 0.0188 |
61
- | 0.0033 | 2.0 | 564 | 0.0042 | 0.0547 | 0.0200 |
62
- | 0.0018 | 3.0 | 846 | 0.0050 | 0.0599 | 0.0217 |
63
- | 0.0012 | 4.0 | 1128 | 0.0054 | 0.0536 | 0.0195 |
64
- | 0.0007 | 5.0 | 1410 | 0.0059 | 0.0599 | 0.0203 |
65
- | 0.0006 | 6.0 | 1692 | 0.0069 | 0.0632 | 0.0238 |
66
- | 0.0006 | 7.0 | 1974 | 0.0076 | 0.0673 | 0.0239 |
67
- | 0.0004 | 8.0 | 2256 | 0.0076 | 0.0644 | 0.0235 |
68
- | 0.0004 | 9.0 | 2538 | 0.0087 | 0.0603 | 0.0225 |
69
- | 0.0003 | 10.0 | 2820 | 0.0076 | 0.0601 | 0.0220 |
70
- | 0.0003 | 11.0 | 3102 | 0.0091 | 0.0615 | 0.0213 |
71
- | 0.0002 | 12.0 | 3384 | 0.0094 | 0.0572 | 0.0211 |
72
- | 0.0002 | 13.0 | 3666 | 0.0100 | 0.0686 | 0.0284 |
73
- | 0.0001 | 14.0 | 3948 | 0.0102 | 0.0608 | 0.0221 |
74
- | 0.0001 | 15.0 | 4230 | 0.0115 | 0.0552 | 0.0196 |
75
- | 0.0001 | 16.0 | 4512 | 0.0119 | 0.0563 | 0.0208 |
76
- | 0.0001 | 17.0 | 4794 | 0.0121 | 0.0614 | 0.0228 |
77
- | 0.0 | 18.0 | 5076 | 0.0132 | 0.0559 | 0.0216 |
78
- | 0.0 | 19.0 | 5358 | 0.0135 | 0.0568 | 0.0211 |
79
- | 0.0 | 20.0 | 5640 | 0.0139 | 0.0559 | 0.0213 |
80
- | 0.0 | 21.0 | 5922 | 0.0137 | 0.0552 | 0.0206 |
81
- | 0.0 | 22.0 | 6204 | 0.0136 | 0.0541 | 0.0204 |
82
- | 0.0 | 23.0 | 6486 | 0.0136 | 0.0538 | 0.0200 |
83
- | 0.0 | 24.0 | 6768 | 0.0132 | 0.0608 | 0.0244 |
84
- | 0.0 | 24.9130 | 7025 | 0.0136 | 0.0539 | 0.0201 |
85
 
86
 
87
  ### 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: 0.0037
24
+ - Wer: 0.0550
25
+ - Cer: 0.0222
26
 
27
  ## Model description
28
 
 
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
59
  |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|
60
+ | 0.0049 | 1.0 | 282 | 0.0037 | 0.0498 | 0.0180 |
61
+ | 0.0031 | 2.0 | 564 | 0.0042 | 0.0525 | 0.0202 |
62
+ | 0.0015 | 3.0 | 846 | 0.0049 | 0.0568 | 0.0226 |
63
+ | 0.0012 | 4.0 | 1128 | 0.0058 | 0.0590 | 0.0229 |
64
+ | 0.0008 | 5.0 | 1410 | 0.0057 | 0.0635 | 0.0243 |
65
+ | 0.0007 | 6.0 | 1692 | 0.0063 | 0.0639 | 0.0223 |
66
+ | 0.0005 | 7.0 | 1974 | 0.0067 | 0.0610 | 0.0237 |
67
+ | 0.0005 | 8.0 | 2256 | 0.0070 | 0.0612 | 0.0232 |
68
+ | 0.0003 | 9.0 | 2538 | 0.0073 | 0.0626 | 0.0243 |
69
+ | 0.0003 | 10.0 | 2820 | 0.0080 | 0.0643 | 0.0239 |
70
+ | 0.0003 | 11.0 | 3102 | 0.0088 | 0.0635 | 0.0237 |
71
+ | 0.0003 | 12.0 | 3384 | 0.0087 | 0.0605 | 0.0231 |
72
+ | 0.0002 | 13.0 | 3666 | 0.0092 | 0.0612 | 0.0239 |
73
+ | 0.0002 | 14.0 | 3948 | 0.0104 | 0.0610 | 0.0226 |
74
+ | 0.0001 | 15.0 | 4230 | 0.0105 | 0.0543 | 0.0194 |
75
+ | 0.0001 | 16.0 | 4512 | 0.0111 | 0.0568 | 0.0216 |
76
+ | 0.0 | 17.0 | 4794 | 0.0124 | 0.0556 | 0.0206 |
77
+ | 0.0001 | 18.0 | 5076 | 0.0128 | 0.0539 | 0.0210 |
78
+ | 0.0 | 19.0 | 5358 | 0.0130 | 0.0530 | 0.0201 |
79
+ | 0.0 | 20.0 | 5640 | 0.0130 | 0.0539 | 0.0197 |
80
+ | 0.0 | 21.0 | 5922 | 0.0129 | 0.0536 | 0.0202 |
81
+ | 0.0 | 22.0 | 6204 | 0.0130 | 0.0541 | 0.0208 |
82
+ | 0.0 | 23.0 | 6486 | 0.0130 | 0.0547 | 0.0211 |
83
+ | 0.0 | 24.0 | 6768 | 0.0129 | 0.0605 | 0.0246 |
84
+ | 0.0 | 24.9130 | 7025 | 0.0130 | 0.0547 | 0.0210 |
85
 
86
 
87
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:410f1a1f9d796bcadc81576f1a7955e52697f343484bed7f36ff9c23993dc63e
3
  size 290403936
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2309cafb6704294a5f492a7d76c0d7982302681b06e9d7f2071a51fa4ad62ac4
3
  size 290403936
runs/Apr30_01-51-02_8a9aa289be49/events.out.tfevents.1745977865.8a9aa289be49.19.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f6b708e677f21df3da8094d077be5313f1801ac6bfce7e96e2cde4bf0a9fb722
3
- size 74293
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e5fd60d8d45935094c5e53cb5d76be92bbf727fe0c33e0e39a79b8173ee7bb23
3
+ size 74647
runs/Apr30_01-51-02_8a9aa289be49/events.out.tfevents.1746016688.8a9aa289be49.19.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:22707742132e865ee6425e159105c181811fca0bcaad84c0a19e253dc97c35c3
3
+ size 453