slplab / whisper-large_v2-asd_v1

huggingface.co
Total runs: 4
24-hour runs: -1
7-day runs: 1
30-day runs: 0
Model's Last Updated: August 14 2023
automatic-speech-recognition

Introduction of whisper-large_v2-asd_v1

Model Details of whisper-large_v2-asd_v1

whisper-large_v2-asd_v1

This model is a fine-tuned version of openai/whisper-large-v2 on slplab/asd_apac dataset. It achieves the following results on the validation set:

  • Loss: 0.8553
  • Wer: 78.4722
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • training_steps: 1000
Training results
Training Loss Epoch Step Validation Loss Wer
0.0617 10.53 100 0.6858 81.9444
0.004 21.05 200 0.7322 79.8611
0.0005 31.58 300 0.7923 80.5556
0.0003 42.11 400 0.8131 79.1667
0.0002 52.63 500 0.8263 76.7361
0.0002 63.16 600 0.8365 77.4306
0.0002 73.68 700 0.8451 78.4722
0.0002 84.21 800 0.8503 78.4722
0.0002 94.74 900 0.8541 78.4722
0.0002 105.26 1000 0.8553 78.4722
Test results
  • Loss: 0.6359
  • Wer: 36.6876
Framework versions
  • Transformers 4.31.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of slplab whisper-large_v2-asd_v1 on huggingface.co

4
Total runs
-1
24-hour runs
-1
3-day runs
1
7-day runs
0
30-day runs

More Information About whisper-large_v2-asd_v1 huggingface.co Model

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https://choosealicense.com/licenses/apache-2.0

whisper-large_v2-asd_v1 huggingface.co

whisper-large_v2-asd_v1 huggingface.co is an AI model on huggingface.co that provides whisper-large_v2-asd_v1's model effect (), which can be used instantly with this slplab whisper-large_v2-asd_v1 model. huggingface.co supports a free trial of the whisper-large_v2-asd_v1 model, and also provides paid use of the whisper-large_v2-asd_v1. Support call whisper-large_v2-asd_v1 model through api, including Node.js, Python, http.

whisper-large_v2-asd_v1 huggingface.co Url

https://huggingface.co/slplab/whisper-large_v2-asd_v1

slplab whisper-large_v2-asd_v1 online free

whisper-large_v2-asd_v1 huggingface.co is an online trial and call api platform, which integrates whisper-large_v2-asd_v1's modeling effects, including api services, and provides a free online trial of whisper-large_v2-asd_v1, you can try whisper-large_v2-asd_v1 online for free by clicking the link below.

slplab whisper-large_v2-asd_v1 online free url in huggingface.co:

https://huggingface.co/slplab/whisper-large_v2-asd_v1

whisper-large_v2-asd_v1 install

whisper-large_v2-asd_v1 is an open source model from GitHub that offers a free installation service, and any user can find whisper-large_v2-asd_v1 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-large_v2-asd_v1 install, users can directly use whisper-large_v2-asd_v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

whisper-large_v2-asd_v1 install url in huggingface.co:

https://huggingface.co/slplab/whisper-large_v2-asd_v1

Url of whisper-large_v2-asd_v1

whisper-large_v2-asd_v1 huggingface.co Url

Provider of whisper-large_v2-asd_v1 huggingface.co

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Total runs: 0
Run Growth: -4
Growth Rate: 0.00%
Updated:September 07 2023