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aradia-ctc-v1

abdusah / aradia-ctc-v1

Run on huggingface.co
huggingface.co
Total runs: 13
24-hour runs: -1
7-day runs: -49
30-day runs: -2
Model's Last Updated: March 30 2022
automatic-speech-recognition

Introduction of aradia-ctc-v1

Model Details of aradia-ctc-v1

aradia-ctc-v1

This model is a fine-tuned version of /l/users/abdulwahab.sahyoun/aradia/aradia-ctc-v1 on the ABDUSAHMBZUAI/ARABIC_SPEECH_MASSIVE_300HRS - NA dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7171
  • Wer: 0.3336
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0003
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 20.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
No log 0.22 100 5.1889 1.0
No log 0.43 200 3.1129 1.0
No log 0.65 300 3.0503 1.0
No log 0.87 400 3.0279 1.0
6.2756 1.09 500 2.9965 1.0
6.2756 1.3 600 2.3618 0.9993
6.2756 1.52 700 1.2715 0.8758
6.2756 1.74 800 0.9971 0.7156
6.2756 1.96 900 0.8927 0.6382
1.712 2.17 1000 0.8252 0.5926
1.712 2.39 1100 0.7794 0.5434
1.712 2.61 1200 0.7557 0.5092
1.712 2.83 1300 0.7347 0.5203
1.712 3.04 1400 0.7189 0.4929
0.9305 3.26 1500 0.6820 0.4595
0.9305 3.48 1600 0.6792 0.4504
0.9305 3.69 1700 0.6596 0.4442
0.9305 3.91 1800 0.6756 0.4432
0.9305 4.13 1900 0.6663 0.4392
0.737 4.35 2000 0.6479 0.4372
0.737 4.56 2100 0.6353 0.4203
0.737 4.78 2200 0.6251 0.4088
0.737 5.0 2300 0.6209 0.4177
0.737 5.22 2400 0.6639 0.4094
0.6247 5.43 2500 0.6408 0.3970
0.6247 5.65 2600 0.6373 0.3932
0.6247 5.87 2700 0.6411 0.3928
0.6247 6.09 2800 0.6378 0.3897
0.6247 6.3 2900 0.6396 0.3929
0.5443 6.52 3000 0.6544 0.3864
0.5443 6.74 3100 0.6218 0.3786
0.5443 6.96 3200 0.6200 0.3784
0.5443 7.17 3300 0.6157 0.3791
0.5443 7.39 3400 0.6317 0.3798
0.4845 7.61 3500 0.6540 0.3771
0.4845 7.83 3600 0.6436 0.3670
0.4845 8.04 3700 0.6335 0.3695
0.4845 8.26 3800 0.6579 0.3610
0.4845 8.48 3900 0.6170 0.3613
0.4279 8.69 4000 0.6523 0.3617
0.4279 8.91 4100 0.6349 0.3577
0.4279 9.13 4200 0.6344 0.3673
0.4279 9.35 4300 0.6215 0.3641
0.4279 9.56 4400 0.6513 0.3608
0.3825 9.78 4500 0.6386 0.3605
0.3825 10.0 4600 0.6724 0.3549
0.3825 10.22 4700 0.6776 0.3602
0.3825 10.43 4800 0.6739 0.3544
0.3825 10.65 4900 0.6688 0.3557
0.3477 10.87 5000 0.6674 0.3564
0.3477 11.09 5100 0.6786 0.3476
0.3477 11.3 5200 0.6818 0.3478
0.3477 11.52 5300 0.6874 0.3470
0.3477 11.74 5400 0.6993 0.3424
0.3101 11.96 5500 0.6950 0.3404
0.3101 12.17 5600 0.6872 0.3406
0.3101 12.39 5700 0.6846 0.3424
0.3101 12.61 5800 0.7051 0.3405
0.3101 12.83 5900 0.7051 0.3378
0.2859 13.04 6000 0.6955 0.3403
0.2859 13.26 6100 0.7115 0.3390
0.2859 13.48 6200 0.7074 0.3384
0.2859 13.69 6300 0.7002 0.3376
0.2859 13.91 6400 0.7171 0.3360
0.2714 14.13 6500 0.7193 0.3341
0.2714 14.35 6600 0.7132 0.3347
0.2714 14.56 6700 0.7184 0.3353
0.2714 14.78 6800 0.7171 0.3331
Framework versions
  • Transformers 4.18.0.dev0
  • Pytorch 1.10.2+cu113
  • Datasets 1.18.4
  • Tokenizers 0.11.6

Runs of abdusah aradia-ctc-v1 on huggingface.co

13
Total runs
-1
24-hour runs
-50
3-day runs
-49
7-day runs
-2
30-day runs

More Information About aradia-ctc-v1 huggingface.co Model

aradia-ctc-v1 huggingface.co

aradia-ctc-v1 huggingface.co is an AI model on huggingface.co that provides aradia-ctc-v1's model effect (), which can be used instantly with this abdusah aradia-ctc-v1 model. huggingface.co supports a free trial of the aradia-ctc-v1 model, and also provides paid use of the aradia-ctc-v1. Support call aradia-ctc-v1 model through api, including Node.js, Python, http.

aradia-ctc-v1 huggingface.co Url

https://huggingface.co/abdusah/aradia-ctc-v1

abdusah aradia-ctc-v1 online free

aradia-ctc-v1 huggingface.co is an online trial and call api platform, which integrates aradia-ctc-v1's modeling effects, including api services, and provides a free online trial of aradia-ctc-v1, you can try aradia-ctc-v1 online for free by clicking the link below.

abdusah aradia-ctc-v1 online free url in huggingface.co:

https://huggingface.co/abdusah/aradia-ctc-v1

aradia-ctc-v1 install

aradia-ctc-v1 is an open source model from GitHub that offers a free installation service, and any user can find aradia-ctc-v1 on GitHub to install. At the same time, huggingface.co provides the effect of aradia-ctc-v1 install, users can directly use aradia-ctc-v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

aradia-ctc-v1 install url in huggingface.co:

https://huggingface.co/abdusah/aradia-ctc-v1

Url of aradia-ctc-v1

aradia-ctc-v1 huggingface.co Url

Provider of aradia-ctc-v1 huggingface.co

abdusah
ORGANIZATIONS
huggingface.co

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