dmusingu / WHISPER-MEDIUM-LUGANDA-ASR-CV-14

huggingface.co
Total runs: 6
24-hour runs: 1
7-day runs: -1
30-day runs: -2
Model's Last Updated: April 18 2024
automatic-speech-recognition

Introduction of WHISPER-MEDIUM-LUGANDA-ASR-CV-14

Model Details of WHISPER-MEDIUM-LUGANDA-ASR-CV-14

Whisper Large - Denis Musinguzi

This model is a fine-tuned version of openai/whisper-large on the Common Voice 14.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2966
  • Wer: 0.2467
  • Cer: 0.0700
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: 16
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 10000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Cer Validation Loss Wer
0.6329 0.61 1600 0.0878 0.3515 0.3385
0.2241 1.22 3200 0.0589 0.3045 0.2517
0.1618 1.82 4800 0.0707 0.2801 0.2645
0.1109 2.43 6400 0.0774 0.2870 0.2580
0.0837 3.04 8000 0.0597 0.2900 0.2333
0.045 3.65 9600 0.2966 0.2467 0.0700
Framework versions
  • Transformers 4.38.1
  • Pytorch 2.2.1
  • Datasets 2.17.0
  • Tokenizers 0.15.2

Runs of dmusingu WHISPER-MEDIUM-LUGANDA-ASR-CV-14 on huggingface.co

6
Total runs
1
24-hour runs
0
3-day runs
-1
7-day runs
-2
30-day runs

More Information About WHISPER-MEDIUM-LUGANDA-ASR-CV-14 huggingface.co Model

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WHISPER-MEDIUM-LUGANDA-ASR-CV-14 huggingface.co

WHISPER-MEDIUM-LUGANDA-ASR-CV-14 huggingface.co is an AI model on huggingface.co that provides WHISPER-MEDIUM-LUGANDA-ASR-CV-14's model effect (), which can be used instantly with this dmusingu WHISPER-MEDIUM-LUGANDA-ASR-CV-14 model. huggingface.co supports a free trial of the WHISPER-MEDIUM-LUGANDA-ASR-CV-14 model, and also provides paid use of the WHISPER-MEDIUM-LUGANDA-ASR-CV-14. Support call WHISPER-MEDIUM-LUGANDA-ASR-CV-14 model through api, including Node.js, Python, http.

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dmusingu WHISPER-MEDIUM-LUGANDA-ASR-CV-14 online free

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WHISPER-MEDIUM-LUGANDA-ASR-CV-14 install

WHISPER-MEDIUM-LUGANDA-ASR-CV-14 is an open source model from GitHub that offers a free installation service, and any user can find WHISPER-MEDIUM-LUGANDA-ASR-CV-14 on GitHub to install. At the same time, huggingface.co provides the effect of WHISPER-MEDIUM-LUGANDA-ASR-CV-14 install, users can directly use WHISPER-MEDIUM-LUGANDA-ASR-CV-14 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/dmusingu/WHISPER-MEDIUM-LUGANDA-ASR-CV-14

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dmusingu
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