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Music Arena Rank #299

Spleeter

deezer/spleeter · Author: @deezer

View on GitHub

Arena ELO

1163

±20

Total Stars

28.5k

+14.8% w/w

Monthly Traffic

850k/mo

1.0x vs median

Search Demand

160,000/mo

+8% YoY

Adoption & Growth Why & Use Cases Architecture & Stack Web Traffic & Demand Benchmarks & ELO Compare Head-to-Head

12-Month Adoption & Star Velocity +14.8% w/w

Empirical star trajectory for Spleeter vs Category Median benchmark. Hover along points to inspect exact monthly stats.

Spleeter Category Median

GROWTH VELOCITY

+14.8%

0.3x vs category median

ARENA ELO SCORE

1163

-29 vs category median

WEB VISITS MOMENTUM

850k/mo

1.0x category median

LATENCY EFFICIENCY

120ms

0.3x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Spleeter holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +14.8% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Spleeter

Deezer source separation audio library trained on TensorFlow for 2, 4, and 5 stem extraction.

Verified Real-World Production Workflow

Primary Implementation:

Quickly split MP3 tracks into vocals and accompaniment on CPU.

Engine Stack & Dependencies:

TensorFlow, U-Net architecture, Librosa.

Target Persona & Role Fit

Remix Artists & DJs

Engineered and benchmarked specifically for Remix Artists & DJs demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/deezer/spleeter

Technical Specification (ASD-STE100)

Deezer source separation audio library trained on TensorFlow for 2, 4, and 5 stem extraction.

Architecture: TensorFlow, U-Net architecture, Librosa.

Domain Tags & Keywords

#stem-splitter#deezer#acapella-extraction

Compute Efficiency Profile

P95 EXECUTION LATENCY

120ms

0.3x faster than median

TOKEN EFFICIENCY SAVINGS

-90%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

68%

Arena paired matches

Monthly Documentation & Site Visits

850k/mo

Measured via Traffic Research bypass engine (1.0x category median)

Google Search Keyword Demand

160,000/mo

+8% YoY expansion

6-Month Web Traffic Velocity

Traffic momentum vs Category Median (850k visits/mo benchmark).

Spleeter Median

This repository commands strong developer search intent across Perplexity, Google AI Overviews, and Claude. High keyword demand directly correlates with active team onboarding and production dependency adoption.

Arena ELO Rating Stability

Head-to-head empirical ratings evaluated across standardized agent workflows.

1163

±20 CI

WIN RATE

68%

Head-to-head

WEEKLY SURGE

+14.8%

Adoption velocity

P95 LATENCY

120ms

Execution speed

TOKEN OVERHEAD

-90%

Context saved

Head-to-Head Comparison — Spleeter vs 300 Skills

Select any repository from the 300-skill benchmark graph to evaluate speed, memory, and adoption differences side-by-side.

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