comparison toolboxes/MIRtoolbox1.3.2/MIRToolbox/@mircepstrum/mircepstrum.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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-1:000000000000 0:e9a9cd732c1e
1 function varargout = mircepstrum(orig,varargin)
2 % s = mircepstrum(x) computes the cepstrum, which indicates
3 % periodicities, and is used for instance for pitch detection.
4 % x can be either a spectrum, an audio signal, or the name of an audio file.
5 % Optional parameter:
6 % mircepstrum(...,'Min',min) specifies the lowest delay taken into
7 % consideration, in seconds.
8 % Default value: 0.0002 s (corresponding to a maximum frequency of
9 % 5 kHz).
10 % mircepstrum(...,'Max',max) specifies the highest delay taken into
11 % consideration, in seconds.
12 % Default value: 0.05 s (corresponding to a minimum frequency of
13 % 20 Hz).
14 % mircepstrum(...,'Freq') represents the cepstrum in the frequency
15 % domain.
16
17 mi.key = 'Min';
18 mi.type = 'Integer';
19 mi.default = 0.0002;
20 mi.unit = {'s','Hz'};
21 mi.defaultunit = 's';
22 mi.opposite = 'ma';
23 option.mi = mi;
24
25 ma.key = 'Max';
26 ma.type = 'Integer';
27 ma.default = .05;
28 ma.unit = {'s','Hz'};
29 ma.defaultunit = 's';
30 ma.opposite = 'mi';
31 option.ma = ma;
32
33 fr.key = 'Freq';
34 fr.type = 'Boolean';
35 fr.default = 0;
36 option.fr = fr;
37
38 complex.key = 'Complex';
39 complex.type = 'Boolean';
40 complex.default = 0;
41 option.complex = complex;
42
43 specif.option = option;
44
45 specif.defaultframelength = 0.05;
46 specif.defaultframehop = 0.5;
47
48 varargout = mirfunction(@mircepstrum,orig,varargin,nargout,specif,@init,@main);
49
50
51 function [x type] = init(x,option)
52 if not(isamir(x,'mircepstrum'))
53 x = mirspectrum(x);
54 end
55 type = 'mircepstrum';
56
57
58 function c = main(orig,option,postoption)
59 if iscell(orig)
60 orig = orig{1};
61 end
62 c.phase = [];
63 if isa(orig,'mircepstrum')
64 c.freq = orig.freq;
65 else
66 c.freq = 0;
67 end
68 c = class(c,'mircepstrum',mirdata(orig));
69 c = purgedata(c);
70 c = set(c,'Title','Cepstrum','Abs','quefrency (s)','Ord','magnitude');
71
72 if isa(orig,'mircepstrum')
73 if option.ma < Inf || option.mi > 0 || get(orig,'FreqDomain')
74 mag = get(orig,'Magnitude');
75 pha = get(orig,'Phase');
76 que = get(orig,'Quefrency');
77 for h = 1:length(mag)
78 for k = 1:length(mag{h})
79 if get(orig,'FreqDomain')
80 mag{h}{k} = flipud(mag{h}{k});
81 que{h}{k} = flipud(1./que{h}{k});
82 pha{h}{k} = flipud(pha{h}{k});
83 end
84 range = find(que{h}{k}(:,1,1) <= option.ma & ...
85 que{h}{k}(:,1,1) >= option.mi);
86 mag{h}{k} = mag{h}{k}(range,:,:);
87 pha{h}{k} = pha{h}{k}(range,:,:);
88 que{h}{k} = que{h}{k}(range,:,:);
89 end
90 end
91 c = set(c,'Magnitude',mag,'Phase',pha,'Quefrency',que,'FreqDomain',0);
92 end
93 c = modif(c,option);
94 elseif isa(orig,'mirspectrum')
95 mag = get(orig,'Magnitude');
96 pha = get(orig,'Phase');
97 f = get(orig,'Sampling');
98 q = cell(1,length(mag));
99 for h = 1:length(mag)
100 len = ceil(option.ma*f{h});
101 start = ceil(option.mi*f{h})+1;
102 q{h} = cell(1,length(mag{h}));
103 for k = 1:length(mag{h})
104 m = mag{h}{k}.*exp(1i*pha{h}{k});
105 m = [m(1:end-1,:) ; conj(flipud(m))]; % Reconstitution of the complete abs(FFT)
106 if not(option.complex)
107 m = abs(m);
108 end
109 m = log(m);
110 c0=fft(m);
111 q0=repmat((0:(size(c0,1)-1))'/f{k},[1,size(m,2),size(m,3)]);
112 len = min(len,floor(size(c0,1)/2));
113 mag{h}{k} = abs(c0(start:len,:,:));
114 if option.complex
115 pha{h}{k} = unwrap(angle(c0(start:len,:,:)));
116 else
117 pha{h}{k} = nan(size(c0(start:len,:,:)));
118 end
119 q{h}{k} = q0(start:len,:,:);
120 end
121 end
122 c = set(c,'Magnitude',mag,'Phase',pha,'Quefrency',q);
123 c = modif(c,option);
124 end
125
126
127 function c = modif(c,option)
128 mag = get(c,'Magnitude');
129 que = get(c,'Quefrency');
130 if option.fr && not(get(c,'FreqDomain'))
131 for k = 1:length(mag)
132 for l = 1:length(mag{k})
133 m = mag{k}{l};
134 q = que{k}{l};
135 if not(isempty(m))
136 if q(1,1) == 0
137 m = m(2:end,:,:);
138 q = q(2:end,:,:);
139 end
140 m = flipud(m);
141 q = flipud(1./q);
142 end
143 mag{k}{l} = m;
144 que{k}{l} = q;
145 end
146 end
147 c = set(c,'FreqDomain',1,'Abs','frequency (Hz)');
148 end
149 c = set(c,'Magnitude',mag,'Quefrency',que,'Freq');