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MeanFlow

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-06-08 / sources-researcherdots.tts: Apache-2.0 2B Open TTS Foundation Model Hits SOTA on Seed-TTS-Eval With 54ms LatencyThe #1 trending HuggingFace Daily Paper (274 upvotes) introduces dots.tts, a 2B-parameter continuous autoregressive text-to-speech model achieving best average Seed-TTS-Eval performance (WER 0.94%/1.30% on zh/en) with strong voice cloning and emotional expressiveness. CFG-aware MeanFlow distillation yields first-packet latencies of 85ms (output streaming) and 54ms (dual-streaming). Training and inference code plus pretrained, post-trained, and distilled checkpoints are all released under Apache 2.0 — directly deployable for builders.

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top trending HuggingFace paper

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