comparison rdfpy/writeTimbreToolbox.py @ 18:d5012016bf64 tip

added rdfpy and rdfonto directories

+import rdflib, os, fnmatch, urllib2
+from rdflib import Graph, RDF, RDFS, plugin, URIRef, Literal, OWL, XSD, Namespace
+
+graph = Graph()
+
+af = Namespace('http://sovarr.c4dm.eecs.qmul.ac.uk/features/')
+graph.bind('local', af)
+
+dc = Namespace('http://purl.org/dc/elements/1.1/')
+graph.bind('dc', dc)
+
+input = {
+    'au': "Audio Signal",
+    'tee': "Temporal Energy Envelope",
+    'stft': "Short-term Fourier Transform",
+    'erb': "Auditory model",
+    'harm': "Harmonic"
+}
+
+features = {
+    'Global Descriptors': [
+        {"Attack": "tee"},
+        {"Decay": "tee"},
+        {"Release": "tee"},
+        {"Log-Attack Time": "tee"},
+        {"Attack Slope": "tee"},
+        {"DecreaseSlope": "tee"},
+        {"Temporal Centroid": "tee"},
+        {"Effective Duration": "tee"},
+        {"Frequency of Energy Modulation": "tee"},
+        {"Amplitude of Energy Modulation": "tee"}
+    ],
+
+    'Time-Varying Descriptors': [
+        {"Autocorrelation": 'au'},
+        {"Zero Crossing Rate": 'au'},
+        {"RMS-Energy Envelope": 'tee'},
+        {"Spectral Centroid": 'stft,erb,harm'},
+        {"Spectral Spread": 'stft,erb,harm'},
+        {"Spectral Skewness": 'stft,erb,harm'},
+        {"Spectral Kurtosis": 'stft,erb,harm'},
+        {"Spectral Slope": 'stft,erb,harm'},
+        {"Spectral Decrease": 'stft,erb,harm'},
+        {"Spectral Rolloff": 'stft,erb,harm'},
+        {"Spectro-temporal Variation": 'stft,erb,harm'},
+        {"Spectral Flatness": 'stft,erb'},
+        {"Spectral Crest": 'stft,erb'},
+        {"Harmonic Energy": 'harm'},
+        {"Noise Energy": 'harm'},
+        {"Noisiness": 'harm'},
+        {"Fundamental Frequency": 'harm'},
+        {"Inharmonicity": 'harm'},
+        {"Tristimulus": 'harm'},
+        {"Harmonic Spectral Deviation": 'harm'},
+        {"Odd to even harmonic ratio": 'harm'}
+    ]
+}
+
+for temporal in features.keys():
+    for feature in features[temporal]:
+        name = feature.keys()[0]
+        id = af + name.replace(" ", "")
+        graph.add((
+            URIRef(id),
+            RDF.type,
+            RDFS.Resource
+        ))
+        graph.add((
+            URIRef(id),
+            af['feature'],
+            Literal(name)
+        ))
+        graph.add((
+            URIRef(id),
+            af['feature'],
+            Literal(name)
+        ))
+        for inp in feature[name].split(","):
+            graph.add((
+                URIRef(id),
+                af['signal'],
+                Literal(input[inp])
+            ))
+            
+
+graph.serialize('/Users/alo/MusicOntology/features/rdf/af-TimbreToolbox.rdf')
+graph.serialize('/Users/alo/MusicOntology/features/rdfn3/af-TimbreToolbox.n3', format="n3")
+