tenebrisu/speecht5_tts_common_voice_uk

This model is a fine-tuned version of SpeechT5 for the Ukrainian language, using the Common Voice dataset.

Usage:

!pip install git+https://github.com/huggingface/transformers

from transformers import SpeechT5Processor, SpeechT5ForTextToSpeech, SpeechT5ForSpeechToSpeech, SpeechT5HifiGan

processor = SpeechT5Processor.from_pretrained("microsoft/speecht5_tts")
model = SpeechT5ForTextToSpeech.from_pretrained("tenebrisu/speecht5_tts_common_voice_uk")
vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")

speaker_embeddings = 2 * torch.rand((1, 512)) - 1
text = """ pryvit yak spravy """

inputs = processor(text=text, return_tensors="pt")

speech = model.generate_speech(inputs["input_ids"], speaker_embeddings, output_cross_attentions=True)
waveform = vocoder.forward(speech[0])

Transliteration Table:

To support the transliteration of Ukrainian characters, the following table is used:

Ukrainian	Transliteration
Є	je
І	i
Ї	ji
А	a
Б	b
В	v
Г	h
Д	d
Е	e
Ж	zh
З	z
И	y
Й	j
К	k
Л	l
М	m
Н	n
О	o
П	p
Р	r
С	s
Т	t
У	u
Ф	f
Х	x
Ц	c
Ч	ch
Ш	sh
Щ	shch
Ь	q
Ю	ju
Я	ja
а	a
б	b
в	v
г	h
д	d
е	e
ж	zh
з	z
и	y
й	j
к	k
л	l
м	m
н	n
о	o
п	p
р	r
с	s
т	t
у	u
ф	f
х	x
ц	c
ч	ch
ш	sh
щ	shch
ь	q
ю	ju
я	ja
є	je
і	i
ї	ji
Ґ	g
ґ	g