Compressed Kokoro: listen and compare

The same sentence from Kokoro-82M and four smaller decoders distilled from it. Every version shares the same phonemes, timing and prosody; only the waveform decoder differs. Switch between versions mid-sentence: playback continues from the same moment, the best way to hear small differences.

1 · Pick a sentence

2 · Listen and switch

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Keys: 1–5 switch version · space play/pause · ←/→ skip 2 s. Headphones help. In blind mode the order is shuffled and labels stay hidden until you reveal them.

The variants

versionwhole modeldecoder speedvoiced artifact rateblind test vs Kokoro

Decoder speed is relative to Kokoro's decoder on an Apple M4 GPU (PyTorch). The artifact rate is the share of voiced frames with a narrowband 2–3 kHz excess over Kokoro, a faint "hoarse whistle" (lower is better). Blind tests: one listener, loudness-matched, with hidden repeats. Samples are sentences from public-domain books not used in training, 24 kHz.