Update README.md

README.md

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-license: cc-by-nc-nd-4.0
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+---
+license: cc-by-nc-nd-4.0
+task_categories:
+- automatic-speech-recognition
+- audio-classification
+tags:
+- speech recognition
+- machine learning
+- NLP
+- ASR
+- audio
+- speech
+size_categories:
+- 1K<n<10K
+---
+Dataset comprises **547** hours of telephone dialogues in French, collected from **964** native speakers across various topics and domains, with an impressive **98%** Word Accuracy Rate. It is designed for research in **speech recognition**, focusing on various **recognition models**, primarily aimed at meeting the requirements for **automatic speech recognition (ASR)** systems.
+
+By utilizing this dataset, researchers and developers can advance their understanding and capabilities in **natural language processing (NLP)**, **speech recognition**, and **machine learning** technologies.  - **[Get the data](https://unidata.pro/datasets/french-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=french-speech-recognition-dataset)**
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+The dataset includes high-quality audio recordings with accurate transcriptions, making it ideal for training and evaluating speech recognition models.
+
+# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/french-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=french-speech-recognition-dataset) to discuss your requirements and pricing options.
+
+## Metadata for the dataset
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fb7af35fb0b3dabe083683bebd27fc5e5%2Fweweewew.PNG?generation=1739885543448162&alt=media)
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+- **Audio files:** High-quality recordings in **WAV** format
+- **Text transcriptions:** Accurate and detailed **transcripts** for each audio segment
+- **Speaker information:** Metadata on **native speakers**, including **gender** and etc
+- **Topics:** Diverse domains such as **general conversations**, **business** and etc
+
+The native speakers and various topics and domains covered in the dataset make it an ideal resource for research community, allowing researchers to study spoken languages, dialects, and language patterns.
+
+# 🌐 [UniData](https://unidata.pro/datasets/french-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=french-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects