Datasets:
Commit ·
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Parent(s):
Duplicate from changelinglab/easycall-dysarthria
Browse filesCo-authored-by: Eunjung Yeo <speech31@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +90 -0
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00002.parquet +3 -0
- data/train-00001-of-00002.parquet +3 -0
- data/validation-00000-of-00001.parquet +3 -0
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# Audio files - uncompressed
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README.md
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---
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license: cc-by-nc-2.0
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arxiv: 2601.14046
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dataset_info:
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features:
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- name: audio
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dtype: audio
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- name: filename
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dtype: string
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- name: speaker
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dtype: string
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- name: text
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dtype: string
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- name: dysarthria_severity
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dtype: string
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splits:
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- name: test
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num_bytes: 148684208
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num_examples: 5213
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- name: train
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num_bytes: 750495919
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num_examples: 11901
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- name: validation
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num_bytes: 288578100
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num_examples: 4272
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download_size: 806733066
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dataset_size: 1187758227
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configs:
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- config_name: default
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data_files:
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- split: test
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path: data/test-*
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- split: train
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path: data/train-*
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- split: validation
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path: data/validation-*
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language:
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- it
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tags:
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- dysarthria
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---
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# EasyCall
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The EasyCall corpus is a database of command speech recorded from healthy individuals and dysarthric patients.
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## Dataset Details
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### Dataset Description
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This dataset has been collected through a collaboration between the Italian Institute of Technology (IIT), the University of Ferrara and the Sant'Anna Hospital of Ferrara, and it aims at providing a new resource for future developments of ASR-based assistive technologies.
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In particular, it may be exploited to develop a voice-controlled contact application for commercial smartphones, and improve dysarthric patients' ability to communicate with their family and caregivers.
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- **Curated by:** Rosanna Turrisi, Arianna Braccia, Marco Emanuele, Simone Giulietti, Luciano Fadiga, Mariachiara Sensi, Leonardo Badino.
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### License
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- CC BY-NC 2.0
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### Dataset Sources
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- **Repository:** http://neurolab.unife.it/easycallcorpus/
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## Dataset Structure
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It currently consists of 16683 audio recordings from 21 healthy and 26 dysarthric speakers. For each speech-impaired individual, dysarthria has been assessed by a neurologist through the Therapy Outcome Measure.
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The recordings focus on a small vocabulary, including basic smartphone commands, such as “open contacts”, “start call”, “end call”. Specifically, these commands are the result of a survey administered to patients that evaluates which commands are more likely to be employed by dysarthric individuals to use a speech command-based contact application.
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In addition, the dataset includes a list of non-commands (i.e., words near/inside commands or phonetically close to commands) that can be leveraged to build a more robust ASR system.
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## Citation
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If you use this dataset, please cite the following publication:
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```
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@inproceedings{turrisi21_interspeech,
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title = {EasyCall Corpus: A Dysarthric Speech Dataset},
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author = {Rosanna Turrisi and Arianna Braccia and Marco Emanuele and Simone Giulietti and Maura Pugliatti and Mariachiara Sensi and Luciano Fadiga and Leonardo Badino},
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year = {2021},
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booktitle = {Interspeech 2021},
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pages = {41--45},
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doi = {10.21437/Interspeech.2021-549},
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issn = {2958-1796},
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}
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```
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You can use this dataset with our benchmarking toolkit at https://github.com/changelinglab/prism
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```
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@misc{prism2026,
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title={PRiSM: Benchmarking Phone Realization in Speech Models},
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author={Shikhar Bharadwaj and Chin-Jou Li and Yoonjae Kim and Kwanghee Choi and Eunjung Yeo and Ryan Soh-Eun Shim and Hanyu Zhou and Brendon Boldt and Karen Rosero Jacome and Kalvin Chang and Darsh Agrawal and Keer Xu and Chao-Han Huck Yang and Jian Zhu and Shinji Watanabe and David R. Mortensen},
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year={2026},
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eprint={2601.14046},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2601.14046},
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}
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```
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:0fe33eeaf4a4d0eb94e17577f8defd32aabe07335620655c87a5efd622f88754
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size 135504807
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data/train-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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size 295284473
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data/train-00001-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:866460cc7f39f1ccc83955c4d8b0a0254fc3eb69540b889c566f750f24527da7
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size 228124808
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data/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:458ae9247a3c2778bfb05ac3d33fe9a2f2b8e5e6b0c9d9b0c1c3013b76dafbf0
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size 147818978
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