Alibaba’s Tongyi Lab has released Qwen-Audio-3.0-TTS, a production-oriented text-to-speech (TTS) system. The model ships in two variants from the same lineage. Flash targets real-time interaction.
Vocoder（GPU）： vocoder 将生成出来的 codec token 映射回连续音频波形，和 audio encoder 恰好相反。 逻辑上，单次调用 vocoder 的计算通常很轻，但在高并发下，多条 AR loop 可能同时结束、一堵塞在 vocoder 的队列中。 不同 vocoder 的 streaming 行为也各不相同。
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