Update README.md

README.md

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 # German Speech Dataset for recognition task
 Dataset comprises **431** hours of telephone dialogues in German, collected from **590+** native speakers across various topics and domains, achieving an impressive **95%** sentence accuracy rate. It is designed for research in **automatic speech recognition** (ASR) systems.
 
-By utilizing this dataset, researchers and developers can advance their understanding and capabilities in **transcribing audio**, and **natural language processing** (NLP).  - **[Get the data](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=german-speech-recognition-dataset)**
+By utilizing this dataset, researchers and developers can advance their understanding and capabilities in **transcribing audio**, and **natural language processing** (NLP).  - **[Get the data](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-speech-recognition-dataset)**
 
  The dataset contains diverse audio files that represent different accents and dialects, making it a comprehensive resource for training and evaluating 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/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=german-speech-recognition-dataset) to discuss your requirements and pricing options.
+# 💵 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/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-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%2F602775557600742814487a26ed7d34bb%2FFrame%202%20(1).png?generation=1741267375174939&alt=media)
@@ -31,5 +31,5 @@ By utilizing this dataset, researchers and developers can advance their understa
 
 This dataset is essential for anyone looking to improve speech recognition technology and develop more effective automatic speech systems.
 
-# 🌐 [UniData](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=german-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects 
+# 🌐 [UniData](https://unidata.pro/datasets/german-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=german-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects