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Duplicate from changelinglab/easycall-dysarthria

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Co-authored-by: Eunjung Yeo <speech31@users.noreply.huggingface.co>

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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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+
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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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+
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+ - **Curated by:** Rosanna Turrisi, Arianna Braccia, Marco Emanuele, Simone Giulietti, Luciano Fadiga, Mariachiara Sensi, Leonardo Badino.
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+
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+ ### License
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+ - CC BY-NC 2.0
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+
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+ ### Dataset Sources
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+
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+ - **Repository:** http://neurolab.unife.it/easycallcorpus/
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+
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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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+
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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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+ ```
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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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+
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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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