United-MedSyn Dataset
Description
The United-MedSyn dataset is a specialized medical speech dataset designed to evaluate and improve Automatic Speech Recognition (ASR) systems within the healthcare domain. It comprises English medical speech recordings, with a particular focus on medical terminology and clinical conversations. The dataset is well-suited for various ASR tasks, including speech recognition, transcription, and classification, facilitating the development of models tailored for medical contexts.
This dataset supports a broad range of applications, including medical documentation automation, transcription of doctor-patient conversations, and medical knowledge extraction from audio data.
Key Features
- Language: English (
en
) - Task Categories:
- Automatic Speech Recognition (ASR)
- Audio Transcription
- Speech Classification
- Dataset Size: 100K < n < 1M
- License: Creative Commons Attribution 4.0 International (CC BY 4.0)
Tags
asr-dataset
speech-to-text
audio-transcription
english
speech-recognition
Usage
This dataset can be used for a wide range of speech-related tasks, particularly within the healthcare domain:
- Training and evaluating ASR models specific to medical terminology.
- Improving speech-to-text accuracy for medical conversations.
- Medical speech classification tasks.
Example Use Cases:
- ASR Model Training: Use the dataset to train models that convert spoken medical language into accurate text transcriptions.
- Medical Documentation: Automate the transcription of clinical conversations or medical dictations.
- Speech Classification: Classify various medical terms or conversation types from audio data.
License
The dataset is released under the CC BY 4.0 License. You are free to:
- Share — copy and redistribute the material in any medium or format.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
Under the following terms:
- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
Citation
If you use the United-MedSyn dataset in your research, please cite it as follows:
@dataset{united_medsyn,
title={United-MedSyn: Medical Speech Dataset for ASR},
author={United We Care},
year={2024},
license={CC BY 4.0}
}
Contact
For any questions or issues regarding the dataset, please contact us at: [[email protected]].
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