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JusperLee authored Dec 12, 2024
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## 🔥 News

- [2024-10-30] We fixed the bugs for installing the environment and updated the training code for speech separation and enhancement models on the [SonicSet dataset](#sonicset-dataset).
- [2024-12-12] We have released a [Docker image](https://hub.docker.com/layers/jusperlee1/sonicsim/v1.0/images/sha256-57c90144245421929de02d9557e144487d686b4f41f723942a89e1e0c3482fa0?context=explore) and updated SonicSim to a CUDA version, enabling faster data generation.

- [2024-10-23] We release the `training code` for speech separation and enhancement models on the [SonicSet dataset](#sonicset-dataset).
- [2024-10-30] We have fixed the bugs for installing the environment and updated the training code for speech separation and enhancement models on the [SonicSet dataset](#sonicset-dataset).

- [2024-10-03] We release the paper on [arxiv](https://arxiv.org/abs/2410.01481)
- [2024-10-23] We have released the `training code` for speech separation and enhancement models on the [SonicSet dataset](#sonicset-dataset).

- [2024-10-01] We release the [Real-world speech separation dataset](#real-world-data), which aims to evaluate the performance of speech separation models in real-world scenarios.
- [2024-10-03] We have released the paper on [arxiv](https://arxiv.org/abs/2410.01481)

- [2024-07-31] We release the `SonicSim dataset`, which includes speech separation and enhancement tasks.
- [2024-10-01] We have released the [Real-world speech separation dataset](#real-world-data), which aims to evaluate the performance of speech separation models in real-world scenarios.

- [2024-07-24] We release the scripts for `dataset construction` and the [pre-trained models](https://github.com/JusperLee/SonicSim/releases/tag/v1.0) for `speech separation and enhancement`.
- [2024-07-31] We have released the `SonicSim dataset`, which includes speech separation and enhancement tasks.

- [2024-07-24] We have release the scripts for `dataset construction` and the [pre-trained models](https://github.com/JusperLee/SonicSim/releases/tag/v1.0) for `speech separation and enhancement`.

## <img src="asserts/logo.png" alt="Logo" width="5%"/> SonicSim Platform

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- Source and Microphone Positioning: Provides customization or randomization of sound source and microphone positions. Supports motion trajectories for moving sound source simulations, adding realism to dynamic acoustic scenarios.

### SonicSim Platform Docker

We are excited to introduce the SonicSim Platform Docker, featuring a CUDA-enabled version of SonicSim for faster and more efficient data generation. You can quickly set it up with the following commands:

```shell
docker pull jusperlee1/sonicsim:v1.0
docker run -i -t --gpus all --shm-size=20g --name sonicsim jusperlee1/sonicsim:v1.0
```

This setup leverages GPU acceleration to maximize performance and streamline your workflow. Get started now and experience the improved efficiency!


## <img src="asserts/monitoring.png" alt="Logo" width="5%"/> SonicSet Dataset

![](./files/SonicSet.png)
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