ML Automation — WildFM Admin

ML Data Overzicht

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Totaal ML Data Points

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Actieve Data Streams

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Meest Recente Data

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Oudste Data

Track Transitions

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Total Transitions

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Avg Gap (s)

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Best Transition

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Worst Transition

By Type

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By Hour

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Recent Transitions

Tijd	Van	Naar	Type	Gap (s)

Listener Stats

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Current Listeners

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Peak Listeners

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Avg Listeners

Listeners by Hour

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Listener Trend (chart)

Block Plays

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Total Block Plays

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Successful

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Failed

By Block Type

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Recent Block Plays

Tijd	Type	Block	Status

Playlist Rotation

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Hours Analyzed

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Unique Tracks

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Duplicates

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Cooldown Violations

Style Distribution

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Tracks per Hour

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Audio Quality

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Freezes

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XRUNs

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Last Freeze

Recent Audio Events

Tijd	Type	Message	Severity

Transition Quality Scoring

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Avg Quality Score

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Rating

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Best Transition

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Worst Transition

By Quality Label

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Avg Score by Hour

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Quality Trend (rolling avg per 10 transitions)

Recent Transitions with Quality

Tijd	Van	Naar	Score	Label

Transition Patterns

Best Transition Pairs

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Worst Transition Pairs

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Auto-ML Recommendations

Quality-Based Recommendations

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Parameter Recommendations

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All Recommendations

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ML Parameters

Silence Threshold (dB)

Min Silence Duration (s)

Crossfade Target (s)

Silence Analysis

Tracks Analyzed

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Silence @ Start

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Silence @ End

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Avg Start (s)

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Avg End (s)

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Avg Peak (dB)

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Avg RMS (dB)

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ML Quality Meters

Overall Quality

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Gap Score

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Audio Level

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BPM Match

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Key Match

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Energy Flow

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Per-Block ML Status

Hour	Avg Score	Transitions	Status

Quality History

Transition Suggestions

Time (Amsterdam)	From → To	Score	Label	Suggestion