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# SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
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[](https://arxiv.org/abs/2511.07931)
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[](https://speechjudge.github.io/)
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[](https://github.com/AmphionTeam/SpeechJudge)
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[](https://huggingface.co/RMSnow/SpeechJudge-GRM)
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[](https://huggingface.co/datasets/RMSnow/SpeechJudge-Data)
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[](https://huggingface.co/spaces/yuantuo666/SpeechJudge-GRM)
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Aligning large generative models with human feedback is a critical challenge. In speech synthesis, this is particularly pronounced due to the lack of a large-scale human preference dataset, which hinders the development of models that truly align with human perception. To address this, we introduce **SpeechJudge**, a comprehensive suite comprising a dataset, a benchmark, and a reward model centered on ***naturalness***—one of the most fundamental subjective metrics for speech synthesis:
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