1 #define PYAUBIO_dct_doc \
2     "dct(size=1024)\n"\
3     "\n"\
4     "Compute Discrete Fourier Transorms of Type-II.\n"\
5     "\n"\
6     "Parameters\n"\
7     "----------\n"\
8     "size : int\n"\
9     "    size of the DCT to compute\n"\
10     "\n"\
11     "Example\n"\
12     "-------\n"\
13     ">>> d = aubio.dct(16)\n"\
14     ">>> d.size\n"\
15     "16\n"\
16     ">>> x = aubio.fvec(np.ones(d.size))\n"\
17     ">>> d(x)\n"\
18     "array([4., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n"\
19     "      dtype=float32)\n"\
20     ">>> d.rdo(d(x))\n"\
21     "array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.],\n"\
22     "      dtype=float32)\n"\
23     "\n"\
24     "References\n"\
25     "----------\n"\
26     "`DCT-II in Discrete Cosine Transform\n"\
27     "<https://en.wikipedia.org/wiki/Discrete_cosine_transform#DCT-II>`_\n"\
28     "on Wikipedia.\n"
30 #define PYAUBIO_mfcc_doc \
31     "mfcc(buf_size=1024, n_filters=40, n_coeffs=13, samplerate=44100)\n"\
32     "\n"\
33     "Compute Mel Frequency Cepstrum Coefficients (MFCC).\n"\
34     "\n"\
35     "`mfcc` creates a callable which takes a `cvec` as input.\n"\
36     "\n"\
37     "If `n_filters = 40`, the filterbank will be initialized with\n"\
38     ":meth:`filterbank.set_mel_coeffs_slaney`. Otherwise, if `n_filters`\n"\
39     "is greater than `0`, it will be initialized with\n"\
40     ":meth:`filterbank.set_mel_coeffs` using `fmin = 0`,\n"\
41     "`fmax = samplerate/`.\n"\
42     "\n"\
43     "Example\n"\
44     "-------\n"\
45     ">>> buf_size = 2048; n_filters = 128; n_coeffs = 13; samplerate = 44100\n"\
46     ">>> mf = aubio.mfcc(buf_size, n_filters, n_coeffs, samplerate)\n"\
47     ">>> fftgrain = aubio.cvec(buf_size)\n"\
48     ">>> mf(fftgrain).shape\n"\
49     "(13,)\n"\
50     ""
52 #define PYAUBIO_notes_doc \
53     "notes(method=\"default\", buf_size=1024, hop_size=512, samplerate=44100)\n"\
54     "\n"\
55     "Note detection\n"
57 #define PYAUBIO_onset_doc \
58     "onset(method=\"default\", buf_size=1024, hop_size=512, samplerate=44100)\n"\
59     "\n"\
60     "Onset detection object. `method` should be one of method supported by\n"\
61     ":class:`specdesc`.\n"
63 #define PYAUBIO_pitch_doc \
64     "pitch(method=\"default\", buf_size=1024, hop_size=512, samplerate=44100)\n"\
65     "\n"\
66     "Pitch detection.\n"\
67     "\n"\
68     "Supported methods: `yinfft`, `yin`, `yinfast`, `fcomb`, `mcomb`,\n"\
69     "`schmitt`, `specacf`, `default` (`yinfft`).\n"
71 #define PYAUBIO_sampler_doc \
72     "sampler(hop_size=512, samplerate=44100)\n"\
73     "\n"\
74     "Sampler.\n"
76 #define PYAUBIO_specdesc_doc \
77     "specdesc(method=\"default\", buf_size=1024)\n"\
78     "\n"\
79     "Spectral description functions. Creates a callable that takes a\n"\
80     ":class:`cvec` as input, typically created by :class:`pvoc` for\n"\
81     "overlap and windowing, and returns a single float.\n"\
82     "\n"\
83     "`method` can be any of the values listed below. If `default` is used\n"\
84     "the `hfc` function will be selected.\n"\
85     "\n"\
86     "Onset novelty functions:\n"\
87     "\n"\
88     "- `energy`: local energy,\n"\
89     "- `hfc`: high frequency content,\n"\
90     "- `complex`: complex domain,\n"\
91     "- `phase`: phase-based method,\n"\
92     "- `wphase`: weighted phase deviation,\n"\
93     "- `specdiff`: spectral difference,\n"\
94     "- `kl`: Kullback-Liebler,\n"\
95     "- `mkl`: modified Kullback-Liebler,\n"\
96     "- `specflux`: spectral flux.\n"\
97     "\n"\
98     "Spectral shape functions:\n"\
99     "\n"\
100     "- `centroid`: spectral centroid (barycenter of the norm vector),\n"\
101     "- `spread`: variance around centroid,\n"\
102     "- `skewness`: third order moment,\n"\
103     "- `kurtosis`: a measure of the flatness of the spectrum,\n"\
104     "- `slope`: decreasing rate of the amplitude,\n"\
105     "- `decrease`: perceptual based measurement of the decreasing rate,\n"\
106     "- `rolloff`: 95th energy percentile.\n"\
107     "\n"\
108     "Parameters\n"\
109     "----------\n"\
110     "method : str\n"\
111     "    Onset novelty or spectral shape function.\n"\
112     "buf_size : int\n"\
113     "    Length of the input frame.\n"\
114     "\n"\
115     "Example\n"\
116     "-------\n"\
117     ">>> win_s = 1024; hop_s = win_s // 2\n"\
118     ">>> pv = aubio.pvoc(win_s, hop_s)\n"\
119     ">>> sd = aubio.specdesc(\"mkl\", win_s)\n"\
120     ">>> sd(pv(aubio.fvec(hop_s))).shape\n"\
121     "(1,)\n"\
122     "\n"\
123     "References\n"\
124     "----------\n"\
125     "`Detailed description "\
126     "<https://aubio.org/doc/latest/specdesc_8h.html#details>`_ in\n"\
127     "`aubio API documentation <https://aubio.org/doc/latest/index.html>`_.\n"\
128     ""
130 #define PYAUBIO_tempo_doc \
131     "tempo(method=\"default\", buf_size=1024, hop_size=512, samplerate=44100)\n"\
132     "\n"\
133     "Tempo detection and beat tracking.\n"
135 #define PYAUBIO_tss_doc \
136     "tss(buf_size=1024, hop_size=512)\n"\
137     "\n"\