Datasets:

MushanW
/

ESLTTS

speaker_id stringclasses 134 values	transcript stringlengths 5 239	native_language stringclasses 29 values	subset stringclasses 3 values
Spanish_Heritage_6	she stood near the window	Spanish	test
Spanish_Heritage_6	the milk is in a pitcher	Spanish	dev
Spanish_Heritage_6	why are you selling those	Spanish	ada
Spanish_Heritage_6	they waited for an hour	Spanish	ada
Spanish_Heritage_6	the bananas are too ripe	Spanish	dev
Spanish_Heritage_6	no one shall be arbitrarily deprived of his property	Spanish	dev
Spanish_Heritage_6	the bus leaves before the train	Spanish	dev
Spanish_Heritage_6	everyone has the right to a nationality	Spanish	dev
Spanish_Heritage_6	it's time to go to bed	Spanish	ada
Spanish_Heritage_6	everyone without any discrimination has the right to equal pay for equal work	Spanish	test
Spanish_Heritage_6	they called an ambulance	Spanish	test
Spanish_Heritage_6	mother got a saucepan	Spanish	ada
Spanish_Heritage_6	the food is expensive	Spanish	ada
Spanish_Heritage_6	how could he recognize me when he had never seen me before	Spanish	dev
Spanish_Heritage_6	the girl is washing her hair	Spanish	ada
Spanish_Heritage_6	sugar is very sweet	Spanish	ada
Spanish_Heritage_6	the grown ups are certainly very odd he said to himself as he continued on his journey	Spanish	dev
Spanish_Heritage_6	mother cut the birthday cake	Spanish	ada
Spanish_Heritage_6	the dog played with a stick	Spanish	ada
Spanish_Heritage_6	the cat lay on the bed	Spanish	ada
Spanish_Heritage_6	the dog is chasing the cat	Spanish	ada
Spanish_Heritage_6	the fourth planet belonged to a businessman	Spanish	test
Spanish_Heritage_6	the girl played with the baby	Spanish	ada
Spanish_Heritage_6	the ball bounced very high	Spanish	ada
Spanish_Heritage_6	they wanted some potatoes	Spanish	ada
Spanish_Heritage_6	father forgot the bread	Spanish	ada
Spanish_Heritage_6	she took off her fur coat	Spanish	ada
Spanish_Heritage_6	so i lived my life alone without anyone that i could really talk to until i had an accident with my plane in the desert of sahara six years ago	Spanish	dev
Spanish_Heritage_6	she found her purse in the trash	Spanish	dev
Spanish_Heritage_6	i believe that for his escape he took advantage of the migration of a flock of wild birds	Spanish	dev
Spanish_Heritage_6	does he collect butterflies	Spanish	ada
Spanish_Heritage_6	the ball broke the window	Spanish	ada
Spanish_Heritage_6	the child drank some fresh milk	Spanish	ada
Spanish_Heritage_6	she cut the steak with her knife	Spanish	dev
Spanish_Heritage_6	the earth is not just an ordinary planet	Spanish	dev
Spanish_Heritage_6	the book tells a story	Spanish	dev
Spanish_Heritage_6	they knocked on the window	Spanish	ada
Spanish_Heritage_6	they're shopping for school clothes	Spanish	dev
Spanish_Heritage_6	milk comes in a carton	Spanish	ada
Spanish_Heritage_6	the football game is over	Spanish	ada
Spanish_Heritage_6	the broom was in the corner	Spanish	ada
Spanish_Heritage_6	everyone has the right to freedom of movement and residence within the borders of each state	Spanish	ada
Spanish_Heritage_6	they watched the scary movie	Spanish	ada
Spanish_Heritage_6	they heard a funny noise	Spanish	dev
Spanish_Heritage_6	they found his brother hiding	Spanish	dev
Spanish_Heritage_6	parents have a prior right to choose the kind of education that shall be given to their children	Spanish	dev
Spanish_Heritage_6	they're running past the house	Spanish	dev
Spanish_Heritage_6	somebody stole the money	Spanish	ada
Spanish_Heritage_6	the lady washed the shirt	Spanish	dev
Spanish_Heritage_6	good morning said the little prince	Spanish	ada
Spanish_Heritage_6	the policeman knows the way	Spanish	test
Spanish_Heritage_6	i am right here the voice said under the apple tree	Spanish	dev
Spanish_Heritage_6	everyone has the right to life liberty and security of person	Spanish	dev
Spanish_Heritage_6	the shirts are in the closet	Spanish	ada
Spanish_Heritage_6	the baby has blue eyes	Spanish	dev
Spanish_Heritage_6	rain is good for trees	Spanish	ada
Spanish_Heritage_6	a letter fell on the floor	Spanish	ada
Spanish_Heritage_6	why should anyone be frightened by a hat	Spanish	ada
Spanish_Heritage_6	the car is going too fast	Spanish	dev
Spanish_Heritage_6	the picture came from a book	Spanish	ada
Spanish_Heritage_6	the girl is fixing her dress	Spanish	test
Spanish_Heritage_6	a towel is near the sink	Spanish	dev
Spanish_Heritage_6	beside the well there was the ruin of an old stone wall	Spanish	dev
Spanish_Heritage_6	the road goes up a hill	Spanish	ada
Spanish_Heritage_6	the boy did a handstand	Spanish	dev
Spanish_Heritage_6	no one may be compelled to belong to an association	Spanish	dev
Spanish_Heritage_6	the waiter brought the cream	Spanish	dev
Spanish_Heritage_6	nothing in this declaration may be interpreted as implying for any state group or person any right to engage in any activity or to perform any act aimed at the destruction of any of the rights and freedoms set forth herein	Spanish	dev
Spanish_Heritage_6	the kitchen clock was wrong	Spanish	dev
Spanish_Heritage_6	and he lay down in the grass and cried	Spanish	dev
Spanish_Heritage_6	the football hit the goalpost	Spanish	ada
Spanish_Heritage_6	the matches are on a shelf	Spanish	dev
Spanish_Heritage_6	boa constrictors swallow their prey whole without chewing it	Spanish	dev
Spanish_Heritage_6	mother read the instructions	Spanish	dev
Spanish_Heritage_6	all humanity could be piled up on a small pacific islet	Spanish	dev
Spanish_Heritage_6	the children are walking home	Spanish	dev
Spanish_Heritage_6	the kitchen window was clean	Spanish	dev
Spanish_Heritage_6	the janitor swept the floor	Spanish	dev
Spanish_Heritage_6	the young people are dancing	Spanish	ada
Spanish_Heritage_6	everyone has the right to freedom of peaceful assembly and association	Spanish	dev
Spanish_Heritage_6	the man is painting a sign	Spanish	dev
Spanish_Heritage_6	the dog sleeps in a basket	Spanish	ada
Spanish_Heritage_6	she uses her spoon to eat	Spanish	ada
Spanish_Heritage_6	the towel fell on the floor	Spanish	ada
Spanish_Heritage_6	they carried some shopping bags	Spanish	ada
Spanish_Heritage_6	and now six years have already gone by	Spanish	dev
Spanish_Heritage_6	they are drinking coffee	Spanish	ada
Spanish_Heritage_6	a sheep if it eats little bushes does it eat flowers too	Spanish	dev
Spanish_Heritage_6	bit by bit i came to understand the secrets of your sad little life	Spanish	dev
Spanish_Heritage_6	the family likes fish	Spanish	dev
Spanish_Heritage_6	no one shall be held in slavery or servitude slavery and the slave trade shall be prohibited in all their forms	Spanish	dev
Spanish_Heritage_6	he climbed up the ladder	Spanish	ada
Spanish_Heritage_6	the mailman brought a letter	Spanish	ada
Spanish_Heritage_6	the dog is eating some meat	Spanish	dev
Spanish_Heritage_6	why are you drinking	Spanish	ada
Spanish_Heritage_6	a boy fell from a window	Spanish	dev
Spanish_Heritage_6	he hung up his raincoat	Spanish	dev
Spanish_Heritage_6	everyone is entitled to a social and international order in which the rights and freedoms set forth in this declaration can be fully realized	Spanish	dev
Spanish_Heritage_6	swimmers can hold their breath	Spanish	ada
Spanish_Heritage_6	they took some food outside	Spanish	ada

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ESLTTS

The full paper can be accessed here: arXiv, IEEE Xplore.

Dataset Access

You can access this dataset through Huggingface or Google Driver or IEEE Dataport.

Abstract

With the progress made in speaker-adaptive TTS approaches, advanced approaches have shown a remarkable capacity to reproduce the speaker’s voice in the commonly used TTS datasets. However, mimicking voices characterized by substantial accents, such as non-native English speakers, is still challenging. Regrettably, the absence of a dedicated TTS dataset for speakers with substantial accents inhibits the research and evaluation of speaker-adaptive TTS models under such conditions. To address this gap, we developed a corpus of non-native speakers' English utterances.

We named this corpus “English as a Second Language TTS dataset ” (ESLTTS). The ESLTTS dataset consists of roughly 37 hours of 42,000 utterances from 134 non-native English speakers. These speakers represent a diversity of linguistic backgrounds spanning 31 native languages. For each speaker, the dataset includes an adaptation set lasting about 5 minutes for speaker adaptation, a test set comprising 10 utterances for speaker-adaptive TTS evaluation, and a development set for further research.

Dataset Structure

ESLTTS Dataset/
├─ Malayalam_3/     ------------ {Speaker Native Language}_{Speaker id}
│  ├─ ada_1.flac    ------------ {Subset Name}_{Utterance id}
│  ├─ ada_1.txt     ------------ Transcription for "ada_1.flac"
│  ├─ test_1.flac   ------------ {Subset Name}_{Utterance id}
│  ├─ test_1.txt    ------------ Transcription for "test_1.flac"
│  ├─ dev_1.flac    ------------ {Subset Name}_{Utterance id}
│  ├─ dev_1.txt     ------------ Transcription for "dev_1.flac"
│  ├─ ...
├─ Arabic_3/        ------------ {Speaker Native Language}_{Speaker id}
│  ├─ ada_1.flac    ------------ {Subset Name}_{Utterance id}
│  ├─ ...
├─ ...

Citation

@article{wang2024usat,
  author       = {Wenbin Wang and
                  Yang Song and
                  Sanjay K. Jha},
  title        = {{USAT:} {A} Universal Speaker-Adaptive Text-to-Speech Approach},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {32},
  pages        = {2590--2604},
  year         = {2024},
  url          = {https://doi.org/10.1109/TASLP.2024.3393714},
  doi          = {10.1109/TASLP.2024.3393714},
}

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