pedropauletti commited on
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Training in progress, step 1000

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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: microsoft/speecht5_tts
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - common_voice_11_0
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+ model-index:
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+ - name: speecht5_finetuned_common_voice_pt
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # speecht5_finetuned_common_voice_pt
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+
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+ This model is a fine-tuned version of [microsoft/speecht5_tts](https://huggingface.co/microsoft/speecht5_tts) on the common_voice_11_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4776
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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+ - train_batch_size: 2
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - training_steps: 3000
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.5629 | 3.29 | 1000 | 0.5044 |
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+ | 0.5157 | 6.58 | 2000 | 0.4866 |
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+ | 0.5117 | 9.87 | 3000 | 0.4776 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.3
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.14.5
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+ - Tokenizers 0.13.3
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+ {
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+ "_name_or_path": "pedropauletti/speecht5_finetuned_common_voice_pt",
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+ "activation_dropout": 0.1,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "SpeechT5ForTextToSpeech"
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+ ],
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+ "decoder_attention_heads": 12,
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+ "decoder_ffn_dim": 3072,
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+ "decoder_layerdrop": 0.1,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_norm": "group",
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+ "feat_proj_dropout": 0.0,
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+ "guided_attention_loss_num_heads": 2,
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+ "guided_attention_loss_scale": 10.0,
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+ "guided_attention_loss_sigma": 0.4,
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+ "hidden_act": "gelu",
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+ "initializer_range": 0.02,
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+ "layer_norm_eps": 1e-05,
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+ "positional_dropout": 0.1,
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+ "speaker_embedding_dim": 512,
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+ "speech_decoder_prenet_dropout": 0.5,
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+ "use_cache": false,
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+ "use_guided_attention_loss": true,
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+ "vocab_size": 81
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+ }
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