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patrickvonplaten/
wav2vec2-100m-mls-german-ft

Name: wav2vec2-100m-mls-german-ft
Availability: InStock

automatic-speech-recognition

multilingual_librispeech

generated_from_trainer

multilingual_librispeech

apache-2.0

endpoints_compatible

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wav2vec2-100m-mls-german-ft

This model is a fine-tuned version of facebook/wav2vec2-xls-r-100m on the MULTILINGUAL_LIBRISPEECH - GERMAN dataset. It achieves the following results on the evaluation set:

Loss: 2.9325
Wer: 1.0

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 64
total_eval_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1000
num_epochs: 100.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
8.2135	14.29	500	8.4258	1.0
3.0031	28.57	1000	2.9839	1.0
2.9661	42.86	1500	2.9402	1.0
2.9584	57.14	2000	2.9354	1.0
2.936	71.43	2500	2.9341	1.0
2.9344	85.71	3000	2.9323	1.0
2.9674	100.0	3500	2.9325	1.0

Framework versions

Transformers 4.13.0.dev0
Pytorch 1.9.0+cu111
Datasets 1.15.2.dev0
Tokenizers 0.10.3

patrickvonplaten/wav2vec2-100m-mls-german-ft

wav2vec2-100m-mls-german-ft

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

patrickvonplaten/
wav2vec2-100m-mls-german-ft