Doppel
All seeds
pre-2000

Dreams

Fleetwood Mac

watch this seed’s recorded run replayed stage-by-stage

Retrieve → rerank funnel

169cultural candidates
Last.fm + ListenBrainz, deduped + RRF-fused (k=60)
75resolve attempts
top 75 by rank · MusicBrainz + Deezer verify
75found
full coverage
10audio-reranked
CLAP-scored all 75 found · top 10 kept
75 embeddings from cache · 0 computed · 11422 ms total (cache-first: warm runs skip re-embedding)

Recommendationstop 10, audio-scored first

1

Here Comes the Sun

The Beatles

CLAP-reranked
ListenBrainz

A strong audio similarity (0.851) to 'Dreams' makes this the closest sonic match in the list, and listenbrainz listener-taste data further backs the pairing.

Listen on Deezer

2

The Chain

Fleetwood Mac

CLAP-reranked
Last.fm

As a fellow Fleetwood Mac track with solid audio similarity (0.808) and lastfm cultural support, 'The Chain' is a natural companion from the same band and era.

Listen on Deezer

3

The Logical Song

Supertramp

CLAP-reranked
Last.fmListenBrainzhigh consensus

Both lastfm and listenbrainz listeners link this Supertramp track to the seed, and a strong audio similarity (0.789) suggests a meaningful sonic resemblance to 'Dreams.'

Listen on Deezer

4

Tiny Dancer

Elton John

CLAP-reranked
Last.fmListenBrainzhigh consensus

Supported by both cultural sources and a high audio similarity (0.779), this Elton John classic lands close to 'Dreams' sonically and is a consistent favorite among fans of the seed.

Listen on Deezer

5

More Than a Feeling

Boston

CLAP-reranked
Last.fmListenBrainzhigh consensus

With audio similarity of 0.776 and agreement across both lastfm and listenbrainz, this Boston track sits firmly in the same classic-rock sonic space as 'Dreams.'

Listen on Deezer

6

Edge of Seventeen

Stevie Nicks

CLAP-reranked
Last.fmListenBrainzhigh consensus

Stevie Nicks is of course closely tied to Fleetwood Mac, and the audio similarity (0.765) plus cross-source cultural data make this a well-supported recommendation.

Listen on Deezer

7

Breakfast in America

Supertramp

CLAP-reranked
Last.fm

Lastfm listeners pair this Supertramp track with 'Dreams,' and an audio similarity of 0.752 indicates a reasonable sonic closeness, building on the Supertramp connection already seen at position 3.

Listen on Deezer

8

Bohemian Rhapsody

Queen

CLAP-reranked
Last.fmListenBrainzhigh consensus

Surfaced by both lastfm and listenbrainz, 'Bohemian Rhapsody' is a consistent cultural neighbor of 'Dreams,' though its audio similarity (0.748) is somewhat lower, reflecting its more distinctive sonic identity.

Listen on Deezer

9

Crazy on You

Heart

CLAP-reranked
Last.fm

Lastfm listener data connects this Heart track to 'Dreams,' and an audio similarity of 0.742 provides moderate sonic backing for the pairing.

Listen on Deezer

10

You’re So Vain

Carly Simon

CLAP-reranked
Last.fmListenBrainzhigh consensus

Both lastfm and listenbrainz place this Carly Simon classic alongside 'Dreams' in listener taste, and an audio similarity of 0.737 offers reasonable sonic grounding for the recommendation.

Listen on Deezer

System status

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

Snapshot provenance

exported
2026-05-29 07:19:42 UTC
git
f62b468 (dirty)
model
laion/larger_clap_music_and_speech+mean
fusion
α=0.7 · β=0.3 · N=75