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README.md
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value: 1.461
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## Model Card: Spectra-
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`Spectra-AASIST` is a model for **speech spoofing detection** (binary classification: `bonafide` vs `spoof`) from **raw audio waveforms**. Architecture: SSL encoder (`Wav2Vec2`) → MLP projection → `AASIST` 2-class classifier.
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| Model | ASVspoof19 LA | ASVspoof21 LA | ASVspoof21 DF | ASVspoof5 | ADD2022 | In-the-Wild |
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|-----------|--------|--------|--------|--------|--------|--------|
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| [Res2TCNGuard](https://github.com/mtuciru/Res2TCNGuard) | 7.487 | 19.130 | 19.883 | 37.620 | 49.538 | 49.246 |
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| [AASIST3](https://huggingface.co/
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| [XSLS](https://github.com/QiShanZhang/SLSforASVspoof-2021-DF) | 0.231 | 7.714 | 4.220 | 17.688 | 33.951 | 7.453 |
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| [TCM-ADD](https://github.com/ductuantruong/tcm_add) | **0.152** | 6.655 | 3.444 | 19.505 | 35.252 | 7.767 |
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| [DF Arena 1B](https://huggingface.co/Speech-Arena-2025/DF_Arena_1B_V_1) | 43.793 | 40.137 | 42.994 | 35.333 | 42.139 | 17.598 |
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### Clone from Hugging Face
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This repository is hosted on Hugging Face Hub: `https://huggingface.co/
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```bash
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git lfs install
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git clone https://huggingface.co/
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cd spectra_aasist
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```
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value: 1.461
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---
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## Model Card: Spectra-AASIST3 (anti-spoofing / bonafide vs spoof)
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`Spectra-AASIST` is a model for **speech spoofing detection** (binary classification: `bonafide` vs `spoof`) from **raw audio waveforms**. Architecture: SSL encoder (`Wav2Vec2`) → MLP projection → `AASIST` 2-class classifier.
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| Model | ASVspoof19 LA | ASVspoof21 LA | ASVspoof21 DF | ASVspoof5 | ADD2022 | In-the-Wild |
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|-----------|--------|--------|--------|--------|--------|--------|
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| [Res2TCNGuard](https://github.com/mtuciru/Res2TCNGuard) | 7.487 | 19.130 | 19.883 | 37.620 | 49.538 | 49.246 |
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| [AASIST3](https://huggingface.co/lab260/AASIST3) | 27.585 | 37.407 | 33.099 | 41.001 | 47.192 | 39.626 |
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| [XSLS](https://github.com/QiShanZhang/SLSforASVspoof-2021-DF) | 0.231 | 7.714 | 4.220 | 17.688 | 33.951 | 7.453 |
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| [TCM-ADD](https://github.com/ductuantruong/tcm_add) | **0.152** | 6.655 | 3.444 | 19.505 | 35.252 | 7.767 |
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| [DF Arena 1B](https://huggingface.co/Speech-Arena-2025/DF_Arena_1B_V_1) | 43.793 | 40.137 | 42.994 | 35.333 | 42.139 | 17.598 |
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### Clone from Hugging Face
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This repository is hosted on Hugging Face Hub: `https://huggingface.co/lab260/spectra_aasist`.
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```bash
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git lfs install
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git clone https://huggingface.co/lab260/spectra_aasist
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cd spectra_aasist
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```
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