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zizzimars/
speecht5_finetuned_kazakh_tts2_1

Name: speecht5_finetuned_kazakh_tts2_1
Availability: InStock

generated_from_trainer

microsoft/speecht5_tts

finetune

mit

endpoints_compatible

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speecht5_finetuned_kazakh_tts2_1

This model is a fine-tuned version of microsoft/speecht5_tts on the KazakhTTS2 dataset (Mussakhojayeva, S., Khassanov, Y., & Varol, H.A. (2022). KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics. International Conference on Language Resources and Evaluation). It achieves the following results on the evaluation set:

Loss: 0.4600

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
training_steps: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.725	0.06	100	0.6639
0.6132	0.11	200	0.5466
0.571	0.17	300	0.5207
0.5647	0.22	400	0.5120
0.5556	0.28	500	0.5047
0.5475	0.34	600	0.5003
0.5432	0.39	700	0.4975
0.5366	0.45	800	0.4944
0.5376	0.5	900	0.4913
0.5325	0.56	1000	0.4868
0.5281	0.62	1100	0.4861
0.5288	0.67	1200	0.4848
0.5251	0.73	1300	0.4825
0.5213	0.78	1400	0.4818
0.5225	0.84	1500	0.4823
0.5199	0.9	1600	0.4812
0.5211	0.95	1700	0.4816
0.5194	1.01	1800	0.4826
0.5224	1.06	1900	0.4798
0.5213	1.12	2000	0.4800

Framework versions

Transformers 4.38.1
Pytorch 2.2.1+cu118
Datasets 2.18.0
Tokenizers 0.15.2

zizzimars/speecht5_finetuned_kazakh_tts2_1

speecht5_finetuned_kazakh_tts2_1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

zizzimars/
speecht5_finetuned_kazakh_tts2_1