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End of training

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  1. README.md +65 -0
  2. generation_config.json +9 -0
  3. preprocessor_config.json +19 -0
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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+ - voxpopuli
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+ model-index:
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+ - name: speecht5_finetuned_voxpopuli_nl
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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_voxpopuli_nl
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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 voxpopuli dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4570
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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: 4
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+ - eval_batch_size: 2
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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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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+ | 0.5225 | 4.3 | 1000 | 0.4762 |
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+ | 0.4946 | 8.61 | 2000 | 0.4626 |
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+ | 0.4953 | 12.91 | 3000 | 0.4594 |
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+ | 0.4915 | 17.21 | 4000 | 0.4570 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.34.0.dev0
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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
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "decoder_start_token_id": 2,
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+ "eos_token_id": 2,
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+ "max_length": 1876,
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+ "pad_token_id": 1,
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+ "transformers_version": "4.34.0.dev0"
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+ }
preprocessor_config.json ADDED
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+ {
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+ "do_normalize": false,
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+ "feature_extractor_type": "SpeechT5FeatureExtractor",
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+ "feature_size": 1,
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+ "fmax": 7600,
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+ "fmin": 80,
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+ "frame_signal_scale": 1.0,
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+ "hop_length": 16,
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+ "mel_floor": 1e-10,
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+ "num_mel_bins": 80,
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+ "padding_side": "right",
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+ "padding_value": 0.0,
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+ "processor_class": "SpeechT5Processor",
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+ "reduction_factor": 2,
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000,
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+ "win_function": "hann_window",
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+ "win_length": 64
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+ }