speecht5_tts_ckb7

SaberMolaei/speecht5_tts_ckb7

speecht5_tts_ckb7 is a text-to-speech model from SaberMolaei. Use it when you need text read aloud. It is set up for transformers. The card lists the license as mit.

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

Downloads · 30 days

4% of all-time downloads

All-time downloads

717

Public

Repo size

4.7 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin585 MB · 100%

At a glance

Task: Text-to-Speech
Library: transformers
License: mit
Model type: speecht5
Access: Public
Created: May 11, 2023
Updated: May 16, 2023
SHA: dcfb11dc

Datasets

mozilla-foundation/common_voice_11_0

Model card

From the Hugging Face model README

SpeechT5 tts ckb7- Saber Molaei

This model is a fine-tuned version of microsoft/speecht5_tts on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.5043

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: 7000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6297	2.93	1000	0.5741
0.5784	5.85	2000	0.5376
0.5576	8.78	3000	0.5230
0.5563	11.7	4000	0.5120
0.5257	14.63	5000	0.5070
0.5375	17.56	6000	0.5028
0.5365	20.48	7000	0.5043

Framework versions

Transformers 4.30.0.dev0
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text-to-Speech
Library: transformers
Type: speecht5
License: mit
Languages: ckb
Created: May 11, 2023
Updated: May 16, 2023