Hugging Face's logo

ychafiqui
/
whisper-medium-darija

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Moroccan Arabic
whisper
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Edit model card

Whisper medium Darija

This model is a fine-tuned version of openai/whisper-medium on the Darija Speech to Text dataset.

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: 25
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.45.0
  • Pytorch 2.4.1+cu121
  • Datasets 3.0.1
  • Tokenizers 0.20.0
Downloads last month
74
Safetensors
Model size
764M params
Tensor type
F32
·
Inference Examples
Automatic Speech Recognition
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for ychafiqui/whisper-medium-darija

Base model

openai/whisper-medium
Finetuned
(447)
this model

Space using ychafiqui/whisper-medium-darija 1

Collection including ychafiqui/whisper-medium-darija

Evaluation results

Metadata error: specify a dataset to view leaderboard