Update README.md

README.md

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 # American Speech Dataset for recognition task
 Dataset comprises **1,136** hours of telephone dialogues in American, collected from **1,416** 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 **natural language processing (NLP)**, **speech recognition**, and **machine learning** technologies.  - **[Get the data](https://unidata.pro/datasets/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=american-speech-recognition-dataset)**
+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/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=american-speech-recognition-dataset)**
 
-# 💵 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/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=american-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/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=american-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%2Fa3f375fb273dcad3fe17403bdfccb63b%2Fssssssssss.PNG?generation=1739884059328284&alt=media)
@@ -26,4 +26,4 @@ By utilizing this dataset, researchers and developers can advance their understa
 - **Topics:** Diverse domains such as **general conversations**, **business** and etc
 
 This dataset is a valuable resource for researchers and developers working on speech recognition, language models, and speech technology.
-# 🌐 [UniData](https://unidata.pro/datasets/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=american-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects 
+# 🌐 [UniData](https://unidata.pro/datasets/american-speech-recognition-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=american-speech-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects