---
license: cc-by-nc-4.0
base_model: facebook/mms-1b-l1107
tags:
- generated_from_trainer
metrics:
- wer
model-index:
- name: wav2vec2-mms-1b-l1107-mus-asr-10m
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# wav2vec2-mms-1b-l1107-mus-asr-10m

This model is a fine-tuned version of [facebook/mms-1b-l1107](https://huggingface.co/facebook/mms-1b-l1107) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 2.4432
- Wer: 0.4844
- Cer: 0.1329

## 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: 0.001
- train_batch_size: 8
- 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_ratio: 0.4
- num_epochs: 12
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
| No log        | 4.0   | 108  | 3.4128          | 1.0    | 1.0    |
| No log        | 5.0   | 135  | 3.2507          | 1.0    | 1.0    |
| No log        | 6.0   | 162  | 2.9310          | 1.0    | 0.3287 |
| No log        | 7.0   | 189  | 2.3864          | 0.875  | 0.1958 |
| 5.6606        | 8.0   | 216  | 2.5689          | 0.7188 | 0.1772 |
| 5.6606        | 9.0   | 243  | 2.2867          | 0.625  | 0.1655 |
| 5.6606        | 10.0  | 270  | 2.3748          | 0.5    | 0.1352 |
| 5.6606        | 11.0  | 297  | 2.4432          | 0.4844 | 0.1329 |
| 5.6606        | 12.0  | 324  | 2.5012          | 0.5156 | 0.1352 |


### Framework versions

- Transformers 4.41.0
- Pytorch 1.10.1+cu111
- Datasets 2.19.1
- Tokenizers 0.19.1