wav2vec2-large-mms-1b-turkish-colab

nbaden02/wav2vec2-large-mms-1b-turkish-colab

wav2vec2-large-mms-1b-turkish-colab is a automatic speech recognition model from nbaden02. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
License: cc-by-nc-4.0
Model type: wav2vec2
Access: Public
Created: Jan 9, 2024
Updated: Jan 10, 2024
SHA: e20e4a33

Base models

facebook/mms-1b-all

Datasets

common_voice_6_1

Model card

From the Hugging Face model README

wav2vec2-large-mms-1b-turkish-colab

This model is a fine-tuned version of facebook/mms-1b-all on the common_voice_6_1 dataset. It achieves the following results on the evaluation set:

Loss: 0.1755
Wer: 0.2485

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: 12
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: 100
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
4.3743	0.34	100	0.2082	0.2804
0.3088	0.69	200	0.1755	0.2485

Framework versions

Transformers 4.37.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: cc-by-nc-4.0
Created: Jan 9, 2024
Updated: Jan 10, 2024