andre-coy commited on
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End of training

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README.md ADDED
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+ ---
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+ language:
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+ - en
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+ license: mit
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+ base_model: microsoft/speecht5_tts
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+ tags:
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+ - Trinidadian TTS
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+ - generated_from_trainer
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+ datasets:
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+ - MK_TandT
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+ model-index:
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+ - name: SpeechT5_Trini
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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_Trini
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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 TandT dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.3751
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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: 16
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 32
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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: 4000
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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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+ | 0.4358 | 4.78 | 1000 | 0.3881 |
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+ | 0.4205 | 9.57 | 2000 | 0.3799 |
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+ | 0.4029 | 14.35 | 3000 | 0.3749 |
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+ | 0.4106 | 19.14 | 4000 | 0.3751 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.13.1
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+ - Tokenizers 0.13.3
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+ {
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+ "_name_or_path": "microsoft/speecht5_tts",
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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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+ "attention_dropout": 0.1,
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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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+ "decoder_layers": 6,
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+ "feat_extract_activation": "gelu",
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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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+ "hidden_dropout": 0.1,
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+ "hidden_size": 768,
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+ "initializer_range": 0.02,
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+ "is_encoder_decoder": true,
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+ "layer_norm_eps": 1e-05,
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+ "max_speech_positions": 1876,
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+ "max_text_positions": 600,
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+ "model_type": "speecht5",
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+ "num_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_feat_extract_layers": 7,
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+ "num_mel_bins": 80,
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+ "pad_token_id": 1,
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+ "positional_dropout": 0.1,
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+ "reduction_factor": 2,
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+ "scale_embedding": false,
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+ "speaker_embedding_dim": 512,
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+ "speech_decoder_postnet_dropout": 0.5,
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+ "speech_decoder_postnet_units": 256,
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+ "speech_decoder_prenet_dropout": 0.5,
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+ "speech_decoder_prenet_units": 256,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.33.0.dev0",
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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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