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VoxCPM-1.5: A 500M-param open-source TTS model from China, offering 44.1kHz audio & 3s voice cloning on consumer GPUs. (VoxCPM-1.5：一款5亿参数开源TTS模型，支持44.1kHz音频和3秒声音克隆，可在消费级GPU运行。)

VoxCPM: 0.5B 端到端 TTS 模型，支持高效本地部署与高质量中文语音合成/克隆。 (VoxCPM: 0.5B端到端TTS模型，支持高效本地部署与高质量中文语音合成/克隆。)

LEANN AI Framework drastically cuts vector index storage to <5% of original size, enabling 50x compression for efficient similarity search. LEANN AI 框架将向量索引存储降至原体积<5%，实现50倍压缩，提升相似性搜索效率。

VoxCPM: Open-source TTS with tokenizer-free design, 0.5B params, real-time synthesis, and few-shot voice cloning. (VoxCPM：开源TTS，无分词器设计，5亿参数，实时合成，支持少样本语音克隆。)

VoxCPM: Tokenizer-free TTS for context-aware speech & zero-shot voice cloning via continuous diffusion autoregressive modeling. (VoxCPM：通过连续扩散自回归建模实现上下文感知语音和零样本语音克隆的无标记器TTS。)

Pet coughing guide: causes (inflammation, trauma, infection) & how to observe/assist vet diagnosis. (宠物咳嗽指南：解析病因与就医观察要点)

Large AI models: Transformer-based, billions of parameters, self-supervised learning, fine-tunable for tasks. 大型AI模型：基于Transformer，数十亿参数，自监督学习，可针对任务微调。

TheAuditor provides database-first static analysis for Claude, preventing AI hallucinations via indexed SQLite queries. (TheAuditor为Claude提供数据库优先静态分析，通过索引SQLite查询防止AI幻觉。)

Claude AI's multi-layered security framework covers data, model, and operational security with best practices for deployment and threat mitigation. Claude AI多层防御架构涵盖数据、模型与运营安全，提供部署实践与威胁缓解方案。