MeluMimi case cards — 2026-10-15 Use a card with its matching paragraph, case link and source attribution. Do not remove limitations or imply an endorsement. No audio or MIDI is bundled; the linked cases provide the files and their applicable terms. These single examples are not universal quality scores, independent reviews or online speed measurements. Charts show actual notes or peak amplitudes, not quality. Speech waveforms derive from the existing controlled synthetic-noise example, not a new recording. MeluMimi authorized piano example. Original audio and uncorrected MIDI: linked case page. Visualization: actual MIDI note events. Source: Stumble Bee — Lay down the law, excerpt 00:30–01:00. CC0 1.0. https://freemusicarchive.org/music/stumble-bee/single/lay-down-the-law/ | https://creativecommons.org/publicdomain/zero/1.0/ . Waveforms derived from the existing public input and vocal/instrumental outputs. No artist endorsement. Source: LibriSpeech © 2014 Vassil Panayotov, prepared with Daniel Povey. Reader: Nolan Fout, Ten Years Later, 11 - Night, recordings 6930-75918-0004–0007. CC BY 4.0. https://www.openslr.org/12/ | https://creativecommons.org/licenses/by/4.0/ . Existing example concatenates and excerpts the reading, resamples it, adds synthetic noise and hum, and denoises the input. These visualizations derive from that existing input and actual outputs; audio is not bundled. No reader or dataset-author endorsement.