Datasets:
audio audioduration (s) 0.62 5.27 | text stringlengths 7 34 | motif listlengths 2 6 |
|---|---|---|
you brake crew fast | [
[
1
],
[
6,
6,
3
],
[
5,
1
],
[
5,
5
]
] | |
right beats | [
[
3,
0,
4
],
[
4,
0,
3
]
] | |
now fast close win | [
[
4
],
[
5,
5
],
[
2,
6,
3
],
[
6
]
] | |
heart lead | [
[
1,
0,
1
],
[
6,
2
]
] | |
car three heart up lead | [
[
1
],
[
2,
2,
0
],
[
1,
0,
1
],
[
4,
0,
4
],
[
6,
2
]
] | |
down high | [
[
2,
3
],
[
5,
5
]
] | |
rival rival now | [
[
4,
0,
3
],
[
4,
0,
3
],
[
4
]
] | |
down now | [
[
2,
3
],
[
4
]
] | |
fast lose red up low | [
[
5,
5
],
[
1,
6
],
[
3
],
[
4,
0,
4
],
[
3
]
] | |
speed you right high | [
[
1,
1,
2
],
[
1
],
[
3,
0,
4
],
[
5,
5
]
] | |
night up fastest stop beats now | [
[
0,
4,
5
],
[
4,
0,
4
],
[
1,
1
],
[
3,
5
],
[
4,
0,
3
],
[
4
]
] | |
rival go brah beats up sharp | [
[
4,
0,
3
],
[
2,
4,
6
],
[
6,
0
],
[
4,
0,
3
],
[
4,
0,
4
],
[
4,
1,
5
]
] | |
down fast | [
[
2,
3
],
[
5,
5
]
] | |
win open fastest right lead city | [
[
6
],
[
5,
3
],
[
1,
1
],
[
3,
0,
4
],
[
6,
2
],
[
0,
4
]
] | |
now rise brah night three | [
[
4
],
[
1,
3
],
[
6,
0
],
[
0,
4,
5
],
[
2,
2,
0
]
] | |
clean three heart | [
[
1,
4,
4
],
[
2,
2,
0
],
[
1,
0,
1
]
] | |
night left open loom gap fall | [
[
0,
4,
5
],
[
4,
3
],
[
5,
3
],
[
1,
6
],
[
2
],
[
6,
3
]
] | |
then car high close | [
[
3,
0
],
[
1
],
[
5,
5
],
[
2,
6,
3
]
] | |
move throttle loom you open | [
[
5,
5
],
[
6,
3,
3
],
[
1,
6
],
[
1
],
[
5,
3
]
] | |
red pit car throttle up | [
[
3
],
[
2
],
[
1
],
[
6,
3,
3
],
[
4,
0,
4
]
] | |
city loom clean echo then open | [
[
0,
4
],
[
1,
6
],
[
1,
4,
4
],
[
1,
5
],
[
3,
0
],
[
5,
3
]
] | |
rise car heart lap hold clean | [
[
1,
3
],
[
1
],
[
1,
0,
1
],
[
5
],
[
2,
4
],
[
1,
4,
4
]
] | |
fast gap | [
[
5,
5
],
[
2
]
] | |
crew down fastest fall | [
[
5,
1
],
[
2,
3
],
[
1,
1
],
[
6,
3
]
] | |
sharp turn pit echo | [
[
4,
1,
5
],
[
4,
4
],
[
2
],
[
1,
5
]
] | |
rise echo | [
[
1,
3
],
[
1,
5
]
] | |
fan high open | [
[
5
],
[
5,
5
],
[
5,
3
]
] | |
win race | [
[
6
],
[
2,
0
]
] | |
apex three brake | [
[
6,
2
],
[
2,
2,
0
],
[
6,
6,
3
]
] | |
open heart move fall brake | [
[
5,
3
],
[
1,
0,
1
],
[
5,
5
],
[
6,
3
],
[
6,
6,
3
]
] | |
lap low lead up lap sharp | [
[
5
],
[
3
],
[
6,
2
],
[
4,
0,
4
],
[
5
],
[
4,
1,
5
]
] | |
echo fastest turn lose you | [
[
1,
5
],
[
1,
1
],
[
4,
4
],
[
1,
6
],
[
1
]
] | |
stop you | [
[
3,
5
],
[
1
]
] | |
pit lose the | [
[
2
],
[
1,
6
],
[
3
]
] | |
now stop dunk race the | [
[
4
],
[
3,
5
],
[
5,
2
],
[
2,
0
],
[
3
]
] | |
speed right brah | [
[
1,
1,
2
],
[
3,
0,
4
],
[
6,
0
]
] | |
down city low clean close fan | [
[
2,
3
],
[
0,
4
],
[
3
],
[
1,
4,
4
],
[
2,
6,
3
],
[
5
]
] | |
rise fastest | [
[
1,
3
],
[
1,
1
]
] | |
brake brake brake brake beats hold | [
[
6,
6,
3
],
[
6,
6,
3
],
[
6,
6,
3
],
[
6,
6,
3
],
[
4,
0,
3
],
[
2,
4
]
] | |
fast go car win fall | [
[
5,
5
],
[
2,
4,
6
],
[
1
],
[
6
],
[
6,
3
]
] | |
high loom then | [
[
5,
5
],
[
1,
6
],
[
3,
0
]
] | |
beats the | [
[
4,
0,
3
],
[
3
]
] | |
you right beats brah fan a | [
[
1
],
[
3,
0,
4
],
[
4,
0,
3
],
[
6,
0
],
[
5
],
[
5,
5
]
] | |
win fan | [
[
6
],
[
5
]
] | |
you rival dunk echo then | [
[
1
],
[
4,
0,
3
],
[
5,
2
],
[
1,
5
],
[
3,
0
]
] | |
hold high high open | [
[
2,
4
],
[
5,
5
],
[
5,
5
],
[
5,
3
]
] | |
hold hold night heart you | [
[
2,
4
],
[
2,
4
],
[
0,
4,
5
],
[
1,
0,
1
],
[
1
]
] | |
apex loom | [
[
6,
2
],
[
1,
6
]
] | |
hold clean move left | [
[
2,
4
],
[
1,
4,
4
],
[
5,
5
],
[
4,
3
]
] | |
win left | [
[
6
],
[
4,
3
]
] | |
you clean right a | [
[
1
],
[
1,
4,
4
],
[
3,
0,
4
],
[
5,
5
]
] | |
night crew heart clean dunk left | [
[
0,
4,
5
],
[
5,
1
],
[
1,
0,
1
],
[
1,
4,
4
],
[
5,
2
],
[
4,
3
]
] | |
move echo lose right | [
[
5,
5
],
[
1,
5
],
[
1,
6
],
[
3,
0,
4
]
] | |
close loom rival lose fan throttle | [
[
2,
6,
3
],
[
1,
6
],
[
4,
0,
3
],
[
1,
6
],
[
5
],
[
6,
3,
3
]
] | |
three brake apex | [
[
2,
2,
0
],
[
6,
6,
3
],
[
6,
2
]
] | |
go left open | [
[
2,
4,
6
],
[
4,
3
],
[
5,
3
]
] | |
gap a a lap | [
[
2
],
[
5,
5
],
[
5,
5
],
[
5
]
] | |
dunk go clean then echo | [
[
5,
2
],
[
2,
4,
6
],
[
1,
4,
4
],
[
3,
0
],
[
1,
5
]
] | |
gap echo brah heart lose | [
[
2
],
[
1,
5
],
[
6,
0
],
[
1,
0,
1
],
[
1,
6
]
] | |
lose hold | [
[
1,
6
],
[
2,
4
]
] | |
loom win hold | [
[
1,
6
],
[
6
],
[
2,
4
]
] | |
fan the hold crew echo crew | [
[
5
],
[
3
],
[
2,
4
],
[
5,
1
],
[
1,
5
],
[
5,
1
]
] | |
pit high | [
[
2
],
[
5,
5
]
] | |
sharp throttle go hold stop | [
[
4,
1,
5
],
[
6,
3,
3
],
[
2,
4,
6
],
[
2,
4
],
[
3,
5
]
] |
loomspeech — a decode benchmark
Can a model listen to deterministically-encoded audio and recover the text it came from?
loom is a ~10KB, model-free codec: it turns text into sung audio by mapping each word to a fixed
musical motif (1-3 notes on a pentatonic scale) sung on the word's own vowels. Same word -> same
sound, forever, on any machine. So (text -> audio) labels are free and unlimited — this repo
is a generator-backed benchmark, not a static dump.
The task
Given a .wav, predict the source text. Metrics: exact-line accuracy and position-wise word
accuracy (score.py).
What's here
data/— a playable sample (metadata.jsonl+ wavs:file_name,text,motif).encode.py— the encoder. Mint more:python encode.py --builtin --n 5000 --out data.baseline.py— a non-ML floor: pitch-only, vocabulary-aware (~43% word accuracy). Beat it.score.py— the scorer.
from datasets import load_dataset
ds = load_dataset("asleepyhimiko/loomspeech") # audio + text + motif
Baseline & headroom
Pitch-only + known lexicon ~= 43% word / 20% exact-line. It throws the vowels away (which carry out-of-vocabulary words), assumes the lexicon, and dies under noise. A real model should beat all three.
The question
Near-100% decode proves a lossless, model-free code — meaning survives sound and returns. Whether a recoverable code is a language (human-learnable, conventional, productive) is the open question, not the claim. This benchmark measures the necessary condition.
- Hear it: https://asleepyhimiko-loom.static.hf.space/booth.html (set pitch -> word = note)
- Source: https://github.com/evengineer1ng/loom
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