Wav2vec2 Large Xls R 300m Irish

🚀 wav2vec2-large-xls-r-300m-irish

This model is a fine - tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA - FOUNDATION/COMMON_VOICE_7_0 - GA - IE dataset, which can be used for automatic speech recognition tasks.

🚀 Quick Start

This model is a fine - tuned version of facebook/wav2vec2-xls-r-300m on the MOZILLA - FOUNDATION/COMMON_VOICE_7_0 - GA - IE dataset. It achieves the following results on the evaluation set:

• Loss: 1.1647
• Wer: 0.7296

✨ Features

• Automatic Speech Recognition: This model is designed for automatic speech recognition tasks, especially on the Irish language dataset.
• Fine - Tuned: It is a fine - tuned version of the pre - trained facebook/wav2vec2-xls-r-300m model on the MOZILLA - FOUNDATION/COMMON_VOICE_7_0 - GA - IE dataset.

📚 Documentation

Model Information

Training Procedure

Training Hyperparameters

The following hyperparameters were used during training:

• learning_rate: 7e - 05
• train_batch_size: 64
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 256
• optimizer: Adam with betas=(0.9,0.999) and epsilon = 1e - 08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 200
• num_epochs: 300.0
• mixed_precision_training: Native AMP

Training Results

Framework Versions

• Transformers 4.16.0.dev0
• Pytorch 1.10.1+cu102
• Datasets 1.17.1.dev0
• Tokenizers 0.11.0

📄 License

This model is licensed under the Apache 2.0 license.