speecht5_finetuned_mozilla_id

bryandts/speecht5_finetuned_mozilla_id

speecht5_finetuned_mozilla_id is a text-to-audio model from bryandts. Use it for the text-to-audio task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text-to-Audio
Library: transformers
License: mit
Model type: speecht5
Access: Public
Created: May 3, 2024
Updated: May 3, 2024
SHA: ff10e05e

Base models

microsoft/speecht5_tts

Datasets

common_voice_16_1

Model card

From the Hugging Face model README

speecht5_finetuned_mozilla_id

This model is a fine-tuned version of microsoft/speecht5_tts on the common_voice_16_1 dataset. It achieves the following results on the evaluation set:

Loss: 0.4394

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: 16
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 4000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.5143	7.1429	1000	0.4605
0.4843	14.2857	2000	0.4482
0.4762	21.4286	3000	0.4401
0.484	28.5714	4000	0.4394

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Text-to-Audio
Library: transformers
Type: speecht5
License: mit
Created: May 3, 2024
Updated: May 3, 2024