Doppel
All seeds
hip-hop

HUMBLE.

Kendrick Lamar

watch the vibe-steeredrun’s recorded replay

Retrieve → rerank funnel

191cultural candidates
Last.fm + ListenBrainz, deduped + RRF-fused (k=60)
75resolve attempts
top 75 by rank · MusicBrainz + Deezer verify
68found
7 not found
10audio-reranked
CLAP-scored all 68 found · top 10 kept
87 embeddings from cache · 0 computed · 52206 ms total (cache-first: warm runs skip re-embedding)

Recommendationstop 10, audio-scored first

Showing the vibe-steered run.
Vibe steer

stripped back, acoustic, intimate

Directional steering, not a hard filter. Audio stays the heavier-weighted leg (α = 0.7), but because each leg is min-max-normalized within this batch before weighting, a strong text match can still reorder — even flip — the top rows. The text encoder is a deliberately weak signal; stronger LLM vibe-to-audio translation is a named v2 item. Badges show how far each track moved versus the plain run.

1

Birds & The Bees

Baby Keem

CLAP-reranked
Last.fm

Strong audio similarity to HUMBLE. (0.869) and shared listener overlap on Last.fm connect Baby Keem's track sonically to the seed, though its vibe_text_similarity suggests it leans away from the stripped-back, acoustic feel you requested.

Listen on Deezer

2

DNA.

Kendrick Lamar

CLAP-reranked
Last.fm

The highest audio similarity of the entire list (0.93) makes DNA. the closest sonic match to HUMBLE. — unsurprising given it's from the same artist and era — though the low vibe_text_similarity signals it doesn't lean toward the intimate, acoustic vibe you described.

Listen on Deezer

3

a lot

21 Savage

CLAP-reranked
Last.fm

Solid audio similarity (0.875) and Last.fm co-listening data link this to HUMBLE., suggesting fans of the seed regularly gravitate here; the vibe_text_similarity is modest, so it shares more sonic DNA with the seed than it does with the acoustic/intimate feel you asked for.

Listen on Deezer

4

Stir Fry

Migos

CLAP-reranked
Last.fm

A high audio similarity (0.889) and Last.fm cultural overlap place this close to HUMBLE. sonically, though the low vibe_text_similarity indicates it sits far from the stripped-back, acoustic vibe you had in mind.

Listen on Deezer

5

20 Min

Lil Uzi Vert

CLAP-reranked
Last.fm

Among the stronger vibe_text_similarity scores here (0.372) alongside a decent audio similarity (0.831), suggesting it nudges slightly closer to the intimate feel you described compared to most other candidates, while still sharing sonic ground with the seed via Last.fm listeners.

Listen on Deezer

6

The Box

Roddy Ricch

CLAP-reranked
Last.fm

Last.fm listener data and a solid audio similarity (0.858) tie this to HUMBLE.'s sonic world; the vibe_text_similarity is middling, so it's more of a cultural/sonic companion to the seed than a fit for an acoustic or intimate setting.

Listen on Deezer

7

Plain Jane

A$AP Ferg

CLAP-reranked
Last.fmListenBrainzhigh consensus

Backed by two cultural sources (Last.fm and ListenBrainz) and a strong audio similarity (0.878), Plain Jane has the broadest consensus as a companion to HUMBLE., though its low vibe_text_similarity means it doesn't particularly match the stripped-back vibe requested.

Listen on Deezer

8

Bounce Back

Big Sean

CLAP-reranked
Last.fmListenBrainzhigh consensus

Agreement across Last.fm and ListenBrainz gives Bounce Back solid cultural grounding as a HUMBLE. companion; its audio similarity (0.843) is somewhat lower, and the vibe_text_similarity is modest, placing it squarely in the same rap lane without fitting the acoustic/intimate ask.

Listen on Deezer

9

BOP

DaBaby

CLAP-reranked
Last.fm

Last.fm co-listening data and an audio similarity of 0.863 connect BOP to the seed's sonic profile, though the lowest vibe_text_similarity in the list (0.292) makes it a poor match for the stripped-back, intimate vibe you described.

Listen on Deezer

10

MIDDLE CHILD

J. Cole

CLAP-reranked
Last.fm

The lowest audio similarity here (0.811), partially offset by the second-highest vibe_text_similarity (0.359) — meaning MIDDLE CHILD drifts furthest from HUMBLE. sonically among these picks, but edges slightly closer to the reflective, less maximalist feel of your requested vibe.

Listen on Deezer

System status

Seed audio-scored
yes
Cultural backfill
0 rows
LLM rationales
available
Degraded sources
none

Snapshot provenance

exported
2026-06-12 16:05:47 UTC
git
13bf027
model
laion/larger_clap_music_and_speech+mean
fusion
α=0.7 · β=0.3 · N=75