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--- |
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datasets: |
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- common_voice |
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language: |
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- uk |
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license: mit |
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base_model: microsoft/speecht5_tts |
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pipeline_tag: text-to-speech |
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--- |
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This model is a fine-tuned version of SpeechT5 for the Ukrainian language, using the Common Voice dataset. |
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## Usage: |
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```python |
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!pip install git+https://github.com/huggingface/transformers |
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from transformers import SpeechT5Processor, SpeechT5ForTextToSpeech, SpeechT5ForSpeechToSpeech, SpeechT5HifiGan |
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processor = SpeechT5Processor.from_pretrained("microsoft/speecht5_tts") |
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model = SpeechT5ForTextToSpeech.from_pretrained("tenebrisu/speecht5_tts_common_voice_uk") |
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan") |
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speaker_embeddings = 2 * torch.rand((1, 512)) - 1 |
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text = """ pryvit yak spravy """ |
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inputs = processor(text=text, return_tensors="pt") |
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speech = model.generate_speech(inputs["input_ids"], speaker_embeddings, output_cross_attentions=True) |
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waveform = vocoder.forward(speech[0]) |
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``` |
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## Transliteration Table: |
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To support the transliteration of Ukrainian characters, the following table is used: |
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| Ukrainian | Transliteration | |
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|-----------|------------------| |
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| Є | je | |
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| І | i | |
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| Ї | ji | |
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| А | a | |
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| Б | b | |
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| В | v | |
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| Г | h | |
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| Д | d | |
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| Е | e | |
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| Ж | zh | |
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| З | z | |
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| И | y | |
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| Й | j | |
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| К | k | |
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| Л | l | |
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| М | m | |
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| Н | n | |
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| О | o | |
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| П | p | |
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| Р | r | |
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| С | s | |
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| Т | t | |
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| У | u | |
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| Ф | f | |
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| Х | x | |
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| Ц | c | |
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| Ч | ch | |
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| Ш | sh | |
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| Щ | shch | |
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| Ь | q | |
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| Ю | ju | |
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| Я | ja | |
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| а | a | |
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| б | b | |
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| в | v | |
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| г | h | |
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| д | d | |
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| е | e | |
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| ж | zh | |
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| з | z | |
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| и | y | |
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| й | j | |
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| к | k | |
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| л | l | |
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| м | m | |
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| н | n | |
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| о | o | |
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| п | p | |
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| р | r | |
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| с | s | |
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| т | t | |
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| у | u | |
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| ф | f | |
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| х | x | |
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| ц | c | |
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| ч | ch | |
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| ш | sh | |
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| щ | shch | |
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| ь | q | |
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| ю | ju | |
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| я | ja | |
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| є | je | |
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| і | i | |
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| ї | ji | |
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| Ґ | g | |
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| ґ | g | |
