8582 captioned clips of generated singing, every one with a Gemini prose caption, a genre guess, three audibility booleans, an emotion list and a duration. Aesthetics and popularity come from a separate scoring pass that is still running.
Genres whose prompt recipe already worked in the evolutionary phase.
male, R&B, afrobeats, lilting melodic pidgin-inflected phrasing, relaxed buoyant swing
100 clips · 100/100 scored
aesthetics 2.21 · plays 0.030
folk, singer-songwriter, plainspoken confessional delivery, small honest untrained voice
100 clips · 100/100 scored
aesthetics 2.24 · plays 0.029
female, folk, andean huayno, very high piercing nasal quechua-inflected tone
100 clips · 100/100 scored
aesthetics 2.38 · plays 0.055
male, hip hop, beatboxing, percussive mouth drum sounds, rhythmic and unpitched
100 clips · 100/100 scored
aesthetics 2.15 · plays 0.018
female, experimental pop, bedroom pop, whispered soft double-tracked intimacy, unforced small voice
100 clips · 100/100 scored
aesthetics 2.68 · plays 0.051
classical, bel canto, effortless even legato across registers, elegant messa di voce swells
100 clips · 100/100 scored
aesthetics 2.25 · plays 0.026
female, pop, maximum-effort belting, full-throated sustained loud chest voice, strained power
100 clips · 100/100 scored
aesthetics 2.46 · plays 0.045
male, blues, delta blues, rough weathered voice, bent notes, moaning field-holler inflection
100 clips · 100/100 scored
aesthetics 2.22 · plays 0.050
male, jazz, latin bolero, velvet romantic croon, dramatic sustained romantic line
100 clips · 100/100 scored
aesthetics 2.32 · plays 0.029
male, rock, britpop, adenoidal regional-accented drawl, cocky flat delivery
100 clips · 100/100 scored
aesthetics 2.18 · plays 0.034
female, folk, bulgarian village singing, bright nasal forward tone, tight ornament shakes
100 clips · 100/100 scored
aesthetics 2.43 · plays 0.047
jazz, cabaret, arch knowing delivery, spoken asides sliding into sung line
100 clips · 100/100 scored
aesthetics 2.39 · plays 0.058
male, classical, cantorial chazzanut, virtuosic ornamented liturgical cries, huge emotive range
100 clips · 100/100 scored
aesthetics 2.26 · plays 0.064
male, classical, solo chorister boy, pure vibrato-free treble, echoing cathedral clarity
100 clips · 100/100 scored
aesthetics 2.25 · plays 0.057
male, hip hop, dancehall, rapid patois toasting sliding into melody, rhythmic and percussive
100 clips · 100/100 scored
aesthetics 2.14 · plays 0.032
male, soul, doo-wop lead, sweet earnest tenor, swooping falsetto leaps, vintage warmth
100 clips · 100/100 scored
aesthetics 2.24 · plays 0.034
male, pop punk, emo, cracking earnest voice, whiny nasal edge tipping into desperate yells
100 clips · 100/100 scored
aesthetics 2.19 · plays 0.033
male, soul, pure falsetto, light hooty unsupported head voice, fragile
100 clips · 100/100 scored
aesthetics 2.29 · plays 0.033
male, blues, unaccompanied field holler, long falling cries, free rhythm, raw and open-throated
100 clips · 100/100 scored
aesthetics 2.24 · plays 0.056
male, hard rock, grunge, strained throaty rasp, apathetic verses erupting into raw shouting
100 clips · 100/100 scored
aesthetics 2.17 · plays 0.063
experimental pop, indie pop, slightly nasal untrained charm, close-mic breathiness, casual
100 clips · 100/100 scored
aesthetics 2.26 · plays 0.031
female, k-pop, j-pop, high clear cute-inflected tone, wide melodic leaps, earnest
100 clips · 100/100 scored
aesthetics 2.47 · plays 0.049
classical, art-song lieder delivery, intimate recital voice, careful diction, restrained vibrato
100 clips · 100/100 scored
aesthetics 2.50 · plays 0.024
female, reggae, lovers rock, sweet gentle reggae-soul, tender high register
100 clips · 100/100 scored
aesthetics 2.29 · plays 0.025
male, hard rock, black metal shriek, high rasping strangled screech
100 clips · 100/100 scored
aesthetics 2.02 · plays 0.079
male, hard rock, clean metal baritone, dark brooding sustained tone, gothic gravity
100 clips · 100/100 scored
aesthetics 2.15 · plays 0.124
female, hard rock, gothic symphonic metal soprano, operatic vibrato over heaviness, ethereal
100 clips · 100/100 scored
aesthetics 2.48 · plays 0.121
male, hard rock, power metal, soaring operatic high tenor, sustained ringing screams
100 clips · 100/100 scored
aesthetics 2.15 · plays 0.072
male, classical, operatic baritone, dark resonant chest voice, noble sustained line
100 clips · 100/100 scored
aesthetics 2.27 · plays 0.148
female, classical, mezzo-soprano, warm dark middle register, rich operatic legato
100 clips · 100/100 scored
aesthetics 2.46 · plays 0.075
classical, oratorio soloist, clean sustained sacred line, minimal vibrato, devotional restraint
100 clips · 100/100 scored
aesthetics 2.35 · plays 0.108
female, folk, children's playground chant, sing-song taunting cadence, shouted and rhythmic
100 clips · 100/100 scored
aesthetics 2.49 · plays 0.033
male, pop, boy-band lead, light high tenor, earnest and smooth, adolescent brightness
100 clips · 100/100 scored
aesthetics 2.22 · plays 0.018
female, pop, teen pop, bright youthful thin-bodied voice, eager and unweathered
100 clips · 100/100 scored
aesthetics 2.40 · plays 0.061
male, pop punk, punk, shouted snarling barked delivery, aggressive and untrained
100 clips · 100/100 scored
aesthetics 2.13 · plays 0.031
male, R&B, quiet storm R&B, smooth low seductive croon, silky sustained falsetto
100 clips · 100/100 scored
aesthetics 2.22 · plays 0.040
male, reggae, roots reggae, nasal plaintive tone, off-beat phrasing, prophetic delivery
100 clips · 100/100 scored
aesthetics 2.15 · plays 0.027
male, classic rock, glam rock, theatrical androgynous sneer, camp vibrato
100 clips · 100/100 scored
aesthetics 2.21 · plays 0.032
male, folk, samba, buoyant percussive syncopated phrasing, open joyful tone
100 clips · 100/100 scored
aesthetics 2.19 · plays 0.034
male, folk, sea shanty, hearty rolling call, blunt communal projection
100 clips · 100/100 scored
aesthetics 2.21 · plays 0.053
classical, sprechgesang, half-spoken half-sung expressionist delivery, pitched speech
100 clips · 100/100 scored
aesthetics 2.21 · plays 0.103
1960s idioms, where the model's stylistic priors are thinnest.
female, pop, early sixties brill building pop, sweet innocent tone, clear diction, longing teenage melodrama
100 clips · 100/100 scored
aesthetics 2.48 · plays 0.040
male, rock, british invasion merseybeat, nasal cheeky delivery, clipped consonants, eager youthful energy
100 clips · 100/100 scored
aesthetics 2.11 · plays 0.031
female, soul, motown soul, punchy melismatic phrasing, joyful driving delivery, warm chest voice
100 clips · 100/100 scored
aesthetics 2.35 · plays 0.032
male, soul, northern soul, urgent driving delivery, pleading high tenor, relentless forward momentum
100 clips · 100/100 scored
aesthetics 2.16 · plays 0.034
male, rock, nineteen fifties rock and roll, hiccup phrasing, slapback swagger, bright forward belt
100 clips · 100/100 scored
aesthetics 2.16 · plays 0.033
male, country, rockabilly, twangy hiccuping delivery, wild energetic yelps, country edge
100 clips · 100/100 scored
aesthetics 2.17 · plays 0.047
male, rock, sixties surf pop lead vocal, bright sunlit tone, easy falsetto lift, carefree californian phrasing
100 clips · 100/100 scored
aesthetics 2.19 · plays 0.030
Trained voices -- the hardest case for a model built on pop.
male, classical, gregorian chant, monophonic modal plainsong, unmetered flowing line, austere devotional calm
100 clips · 100/100 scored
aesthetics 2.27 · plays 0.057
female, classical, french melodie art song, restrained luminous tone, exquisite diction, veiled melancholy
100 clips · 100/100 scored
aesthetics 2.45 · plays 0.022
male, classical, countertenor, pure male alto register, cool floating tone, baroque ornamentation
100 clips · 100/100 scored
aesthetics 2.24 · plays 0.094
female, classical, coloratura soprano aria, agile rapid runs, staccato leaps, brilliant silvery high register
100 clips · 100/100 scored
aesthetics 2.40 · plays 0.065
male, classical, dramatic tenor aria, heroic ringing squillo, powerful sustained high notes, italianate passion
100 clips · 100/100 scored
aesthetics 2.24 · plays 0.146
female, classical, verismo soprano, raw naturalistic declamation, sobbing catch in the voice, desperate intensity
100 clips · 100/100 scored
aesthetics 2.43 · plays 0.044
female, classical, operetta soubrette, light nimble tone, playful flirtatious phrasing, sparkling charm
100 clips · 100/100 scored
aesthetics 2.35 · plays 0.035
Extreme vocal techniques: screams, barks, growls.
Five further sources, with genre keys of their own.