Update README.md

README.md

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-# TatarSCR: An Open-Source Tatar Speech Commands Dataset
-
-This repository contains an open-source Tatar speech commands dataset designed for IoT and robotics applications, along with a trained Keyword-MLP model for inference.  The dataset and model are described in the following paper:
-
-## Dataset Summary
-
-This dataset comprises 3,547 one-second utterances of 35 commands commonly used in robotics, IoT, and smart systems.  The data was collected from 153 different speakers.
-
-| Feature          | Description                                  |
-|-----------------|----------------------------------------------|
-| Number of Commands | 35                                           |
-| Number of Utterances | 3,547                                        |
-| Number of Speakers | 153                                          |
-| Audio Length      | 1 second per utterance                       |
-
-
-## Model Summary
-
-A Keyword-MLP model was trained on this dataset.  Pre-trained weights are provided, allowing for direct inference using either PyTorch or ONNX runtime.  The model was adapted from the Keyword-MLP repository ([https://github.com/AI-Research-BD/Keyword-MLP](https://github.com/AI-Research-BD/Keyword-MLP)).  Inference scripts are provided for both short (~1 second) audio clips and longer clips using a sliding window approach.
-
-
-## Citation
-
-If you use this dataset or model, please cite the following paper:
-
-> Askat Kuzdeuov, Rinat Gilmullin, Bulat Khakimov, and Huseyin Atakan Varol. An Open-Source Tatar Speech Commands Dataset for IoT and Robotics Applications. TechRxiv. October 18, 2024, DOI: 10.36227/techrxiv.172926779.98914732/v1.
-
-
-## Repository Link
-
-[https://github.com/IS2AI/TatarSCR](https://github.com/IS2AI/TatarSCR)
+---
+license: mit
+task_categories:
+- audio-classification
+language:
+- tt
+tags:
+- audio
+- speech
+pretty_name: tsc
+size_categories:
+- 1K<n<10K
+---
+# An Open-Source Tatar Speech Commands Dataset
+**Paper:** Paper
+[An Open-Source Tatar Speech Commands Dataset for IoT and Robotics Applications](https://www.techrxiv.org/users/682600/articles/1231801-an-open-source-tatar-speech-commands-dataset-for-iot-and-robotics-applications)
+
+**GitHub:** [https://github.com/IS2AI/TatarSCR](https://github.com/IS2AI/TatarSCR)
+
+**Description:**
+The dataset covers 35 commands used in robotics, IoT, and smart systems. In total, the dataset contains 3,547 one-second utterances from 153 people. The utterances were saved in the WAV format with a sampling rate of 16 kHz. 
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6401f73e82bbdfe4b7c34969/p3ufqo3-yMEcq8jifkB0B.png)
+
+**Citation:**
+```bibtex
+ @article{Kuzdeuov_2024,
+title={An Open-Source Tatar Speech Commands Dataset for IoT and Robotics Applications},
+url={http://dx.doi.org/10.36227/techrxiv.172926779.98914732/v1},
+DOI={10.36227/techrxiv.172926779.98914732/v1},
+publisher={Institute of Electrical and Electronics Engineers (IEEE)},
+author={Kuzdeuov, Askat and Gilmullin, Rinat and Khakimov, Bulat and Varol, Huseyin Atakan},
+year={2024},
+month=oct }
+```