Update README.md

README.md

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     path: data/test-*
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-# ATC Dataset - Fine-Tuning Whisper
+# Deprecation Notice (June 16, 2025)
 
-This dataset was created to fine-tune OpenAI's Whisper model for improving transcription accuracy in **Air Traffic Control (ATC)** communications. The dataset contains transcriptions and corresponding audio files from two main sources: **ATCO2** and the **UWB-ATCC corpus**, specifically selected for aviation-related communications. The dataset is publicly available on Hugging Face for use in Automatic Speech Recognition (ASR) projects.
+This dataset is now **deprecated**. A newer version is available on Hugging Face Datasets, featuring **higher data quality and reliability**, although with fewer overall samples.
 
-For more details on the fine-tuning process, check out the [blog post](https://jacktol.net/posts/fine-tuning_whisper_for_atc/) and the corresponding [GitHub repository](https://github.com/jack-tol/fine-tuning-whisper-on-atc-data/tree/main).
+[View the updated dataset on Hugging Face](https://huggingface.co/datasets/jacktol/ATC-ASR-Dataset)
 
-### Deprecation Notice (June 16, 2025)
+# ATC Dataset - Fine-Tuning Whisper
 
-This dataset is now **deprecated**. A newer version is available on Hugging Face Datasets, featuring **higher data quality and reliability**, although with fewer overall samples.
+This dataset was created to fine-tune OpenAI's Whisper model for improving transcription accuracy in **Air Traffic Control (ATC)** communications. The dataset contains transcriptions and corresponding audio files from two main sources: **ATCO2** and the **UWB-ATCC corpus**, specifically selected for aviation-related communications. The dataset is publicly available on Hugging Face for use in Automatic Speech Recognition (ASR) projects.
 
-[View the updated dataset on Hugging Face](https://huggingface.co/datasets/jacktol/ATC-ASR-Dataset)
+For more details on the fine-tuning process, check out the [blog post](https://jacktol.net/posts/fine-tuning_whisper_for_atc/) and the corresponding [GitHub repository](https://github.com/jack-tol/fine-tuning-whisper-on-atc-data/tree/main).
 
 ## Dataset Overview