Update README.md

README.md

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 > **Common-Voice-Gender-Detection** is a fine-tuned version of `facebook/wav2vec2-base-960h` for **binary audio classification**, specifically trained to detect speaker gender as **female** or **male**. This model leverages the `Wav2Vec2ForSequenceClassification` architecture for efficient and accurate voice-based gender classification.
 
-> **Wav2Vec2**: Self-Supervised Learning for Speech Recognition
-> [https://arxiv.org/pdf/2006.11477](https://arxiv.org/pdf/2006.11477)
+> [!note]
+Wav2Vec2: Self-Supervised Learning for Speech Recognition : [https://arxiv.org/pdf/2006.11477](https://arxiv.org/pdf/2006.11477)
 
 ```py
 Classification Report: