speecht5_ckb

SaberMolaei/speecht5_ckb

speecht5_ckb is a text-to-audio model from SaberMolaei. 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.

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

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At a glance

Task: Text-to-Audio
Library: transformers
Model type: speecht5
Access: Public
Created: May 9, 2023
Updated: May 9, 2023
SHA: 86ebdc1d

Datasets

mozilla-foundation/common_voice_11_0

Model card

From the Hugging Face model README

SpeechT5 TTS ckb

This model is a fine-tuned version of [speecht5_tts - Saber Molaei](https://huggingface.co/speecht5_tts - Saber Molaei) on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.5855

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
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: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6452	7.41	1000	0.5855

Framework versions

Transformers 4.29.0.dev0
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text-to-Audio
Library: transformers
Type: speecht5
Languages: ckb
Created: May 9, 2023
Updated: May 9, 2023