Overview of operators in MiningSuite
The MiningSuite is decomposed into packages:
-
sig.signal: signal waveform -
sig.frame: frame decomposition -
sig.filterbank: filterbank decomposition -
sig.envelope: envelope extraction -
sig.spectrum: spectrum decomposition -
sig.cepstrum: spectral analysis of spectrum -
sig.autocor: autocorrelation function -
sig.flux: contrast between successive frames -
sig.events: event detection curve -
sig.sum: channel summation -
sig.peaks: peak picking -
sig.play: signal or data sonification -
sig.length: temporal length -
sig.rms: root mean square -
sig.zerocross: waveform sign change rate -
sig.rolloff: high-frequency ratio
-
sig.mean: average along frames -
sig.std: standard deviation along frames -
sig.median: median along frames -
sig.histogram: histogram -
sig.centroid: first statistical central moment -
sig.spread: second statistical central moment -
sig.skewness: third statistical central moment -
sig.kurtosis: fourth statistical central moment -
sig.flatness: distribution smoothness/pickiness -
sig.entropy: Shannon entropy of distribution
-
sig.segment: waveform segmentation -
sig.simatrix: self-similarity matrix -
sig.novelty: transition between states
-
sig.sync: syncs multiple signals together
-
sig.Signal: signal waveform - ...
-
aud.filterbank: filterbank decomposition -
aud.envelope: envelope extraction -
aud.spectrum: spectrum decomposition -
aud.flux: subband flux -
aud.fluctuation: rhythmic periodicities along auditory channels -
aud.events: event detection curve -
aud.eventdensity: average frequency of events -
aud.attacktime: duration of attack phase -
aud.attackslope: slope of attack phase -
aud.attackleap: amplitude of attack phase -
aud.decaytime: duration of decay phase -
aud.decayslope: slope of decay phase -
aud.decayleap: amplitude of decay phase -
aud.duration: events duration -
aud.tempo: temporal periodicity of events -
aud.pulseclarity: pulse clarity, beat strength -
aud.brightness: high-frequency ratio -
aud.mfcc: Mel-Frequency Cepstral Coefficients -
aud.roughness: sensory dissonance -
aud.pitch: stable fundamental frequencies
-
mus.spectrum: spectrum decomposition -
mus.autocor: autocorrelation function -
mus.tempo: tempo estimation -
mus.pulseclarity: pulse clarity, beat strength -
mus.pitch: notes pitch heights -
mus.chromagram: energy distribution along pitches -
mus.keystrength: key candidate scores -
mus.key: tonal center positions and clarity -
mus.majorness: major/minor mode clarity -
mus.keysom: key self-organizing map projection -
mus.tonalcentroid: projection along circles of fifths and thirds -
mus.hcdf: Harmonic Change Detection Function -
mus.score: symbolic representation and analysis
-
vid.video: video processing
-
phy.point: point trajectory -
phy.segment: temporal motion of segments -
phy.potenergy: potential energy -
phy.sync: syncs multiple trajectories (and possibly an audio file) together -
phy.pref: display preference options
-
pat.analyze: pattern analysis of a sequence
