annotate runner/FeatureExtractionManager.h @ 387:a2c5ca6b8785

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author Chris Cannam
date Mon, 08 Jun 2020 16:14:52 +0100
parents 9f7297c47850
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Chris@0 1 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
Chris@0 2
Chris@0 3 /*
Chris@0 4 Sonic Annotator
Chris@0 5 A utility for batch feature extraction from audio files.
Chris@0 6 Mark Levy, Chris Sutton and Chris Cannam, Queen Mary, University of London.
Chris@0 7 Copyright 2007-2008 QMUL.
Chris@0 8
Chris@0 9 This program is free software; you can redistribute it and/or
Chris@0 10 modify it under the terms of the GNU General Public License as
Chris@0 11 published by the Free Software Foundation; either version 2 of the
Chris@0 12 License, or (at your option) any later version. See the file
Chris@0 13 COPYING included with this distribution for more information.
Chris@0 14 */
Chris@0 15
Chris@0 16 #ifndef _FEATURE_EXTRACTION_MANAGER_H_
Chris@0 17 #define _FEATURE_EXTRACTION_MANAGER_H_
Chris@0 18
Chris@0 19 #include <vector>
Chris@0 20 #include <set>
Chris@0 21 #include <string>
Chris@366 22 #include <memory>
Chris@0 23
Chris@45 24 #include <QMap>
Chris@45 25
Chris@0 26 #include <vamp-hostsdk/Plugin.h>
Chris@0 27 #include <vamp-hostsdk/PluginSummarisingAdapter.h>
Chris@0 28 #include <transform/Transform.h>
Chris@0 29
Chris@0 30 using std::vector;
Chris@0 31 using std::set;
Chris@0 32 using std::string;
Chris@0 33 using std::pair;
Chris@0 34 using std::map;
Chris@366 35 using std::shared_ptr;
Chris@0 36
Chris@0 37 class FeatureWriter;
Chris@45 38 class AudioFileReader;
Chris@0 39
Chris@0 40 class FeatureExtractionManager
Chris@0 41 {
Chris@0 42 public:
Chris@263 43 FeatureExtractionManager(bool verbose);
Chris@0 44 virtual ~FeatureExtractionManager();
Chris@0 45
Chris@0 46 void setChannels(int channels);
Chris@331 47 void setDefaultSampleRate(sv_samplerate_t sampleRate);
Chris@116 48 void setNormalise(bool normalise);
Chris@0 49
Chris@0 50 bool setSummaryTypes(const set<string> &summaryTypes,
Chris@0 51 const Vamp::HostExt::PluginSummarisingAdapter::SegmentBoundaries &boundaries);
Chris@0 52
Chris@102 53 void setSummariesOnly(bool summariesOnly);
Chris@102 54
Chris@0 55 bool addFeatureExtractor(Transform transform,
Chris@0 56 const vector<FeatureWriter*> &writers);
Chris@0 57
Chris@0 58 bool addFeatureExtractorFromFile(QString transformXmlFile,
Chris@0 59 const vector<FeatureWriter*> &writers);
Chris@0 60
Chris@0 61 bool addDefaultFeatureExtractor(TransformId transformId,
Chris@0 62 const vector<FeatureWriter*> &writers);
Chris@0 63
Chris@47 64 // Make a note of an audio or playlist file which will be passed
Chris@47 65 // to extractFeatures later. Amongst other things, this may
Chris@47 66 // initialise the default sample rate and channel count
Chris@106 67 void addSource(QString audioSource, bool willMultiplex);
Chris@47 68
Chris@47 69 // Extract features from the given audio or playlist file. If the
Chris@47 70 // file is a playlist and force is true, continue extracting even
Chris@47 71 // if a file in the playlist fails.
Chris@112 72 void extractFeatures(QString audioSource);
Chris@0 73
Chris@106 74 // Extract features from the given audio files, multiplexing into
Chris@106 75 // a single "file" whose individual channels are mixdowns of the
Chris@106 76 // supplied sources.
Chris@106 77 void extractFeaturesMultiplexed(QStringList sources);
Chris@106 78
Chris@0 79 private:
Chris@263 80 bool m_verbose;
Chris@366 81
Chris@366 82 // The plugins that we actually "run" may be wrapped versions of
Chris@366 83 // the originally loaded ones, depending on the adapter
Chris@366 84 // characteristics we need. Because the wrappers use raw pointers,
Chris@366 85 // we need to separately retain the originally loaded shared_ptrs
Chris@366 86 // so that they don't get auto-deleted. Same goes for any wrappers
Chris@366 87 // that may then be re-wrapped. That's what these are for.
Chris@366 88 set<shared_ptr<Vamp::PluginBase>> m_allLoadedPlugins;
Chris@366 89 set<shared_ptr<Vamp::PluginBase>> m_allAdapters;
Chris@263 90
Chris@0 91 // A plugin may have many outputs, so we can have more than one
Chris@0 92 // transform requested for a single plugin. The things we want to
Chris@0 93 // run in our process loop are plugins rather than their outputs,
Chris@0 94 // so we maintain a map from the plugins to the transforms desired
Chris@0 95 // of them and then iterate through this map
Chris@0 96 typedef map<Transform, vector<FeatureWriter *> > TransformWriterMap;
Chris@366 97 typedef map<shared_ptr<Vamp::Plugin>, TransformWriterMap> PluginMap;
Chris@0 98 PluginMap m_plugins;
Chris@108 99
Chris@109 100 // When we run plugins, we want to run them in a known order so as
Chris@109 101 // to get the same results on each run of Sonic Annotator with the
Chris@109 102 // same transforms. But if we just iterate through our PluginMap,
Chris@109 103 // we get them in an arbitrary order based on pointer
Chris@109 104 // address. This vector provides an underlying order for us. Note
Chris@109 105 // that the TransformWriterMap is consistently ordered (because
Chris@109 106 // the key is a Transform which has a proper ordering) so using
Chris@109 107 // this gives us a consistent order across the whole PluginMap
Chris@366 108 vector<shared_ptr<Vamp::Plugin>> m_orderedPlugins;
Chris@109 109
Chris@0 110 // And a map back from transforms to their plugins. Note that
Chris@366 111 // this is keyed by whole transform structure, not transform ID --
Chris@366 112 // two differently configured transforms with the same ID must use
Chris@366 113 // different plugin instances.
Chris@366 114 typedef map<Transform, shared_ptr<Vamp::Plugin>> TransformPluginMap;
Chris@0 115 TransformPluginMap m_transformPluginMap;
Chris@0 116
Chris@0 117 // Cache the plugin output descriptors, mapping from plugin to a
Chris@0 118 // map from output ID to output descriptor.
Chris@0 119 typedef map<string, Vamp::Plugin::OutputDescriptor> OutputMap;
Chris@366 120 typedef map<shared_ptr<Vamp::Plugin>, OutputMap> PluginOutputMap;
Chris@0 121 PluginOutputMap m_pluginOutputs;
Chris@0 122
Chris@0 123 // Map from plugin output identifier to plugin output index
Chris@0 124 typedef map<string, int> OutputIndexMap;
Chris@0 125 OutputIndexMap m_pluginOutputIndices;
Chris@0 126
Chris@0 127 typedef set<std::string> SummaryNameSet;
Chris@233 128 SummaryNameSet m_summaries; // requested on command line for all transforms
Chris@233 129 bool m_summariesOnly; // command line flag
Chris@0 130 Vamp::HostExt::PluginSummarisingAdapter::SegmentBoundaries m_boundaries;
Chris@0 131
Chris@106 132 AudioFileReader *prepareReader(QString audioSource);
Chris@106 133
Chris@106 134 void extractFeaturesFor(AudioFileReader *reader, QString audioSource);
Chris@106 135
Chris@366 136 void writeSummaries(QString audioSource,
Chris@366 137 std::shared_ptr<Vamp::Plugin>);
Chris@0 138
Chris@0 139 void writeFeatures(QString audioSource,
Chris@366 140 std::shared_ptr<Vamp::Plugin>,
Chris@0 141 const Vamp::Plugin::FeatureSet &,
Chris@0 142 Transform::SummaryType summaryType =
Chris@0 143 Transform::NoSummary);
Chris@31 144
Chris@31 145 void testOutputFiles(QString audioSource);
Chris@0 146 void finish();
Chris@0 147
Chris@0 148 int m_blockSize;
Chris@331 149 sv_samplerate_t m_defaultSampleRate;
Chris@331 150 sv_samplerate_t m_sampleRate;
Chris@0 151 int m_channels;
Chris@116 152 bool m_normalise;
Chris@45 153
Chris@45 154 QMap<QString, AudioFileReader *> m_readyReaders;
Chris@0 155 };
Chris@0 156
Chris@0 157 #endif