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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/* -*- c-basic-offset: 4; indent-tabs-mode: nil -*- */</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">/* ====================================================================</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * Copyright (c) 1999-2004 Carnegie Mellon University. All rights</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * reserved.</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> *</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * Redistribution and use in source and binary forms, with or without</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * modification, are permitted provided that the following conditions</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * are met:</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> *</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * 1. Redistributions of source code must retain the above copyright</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * notice, this list of conditions and the following disclaimer. </span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> *</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * 2. Redistributions in binary form must reproduce the above copyright</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * notice, this list of conditions and the following disclaimer in</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * the documentation and/or other materials provided with the</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * distribution.</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> *</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * This work was supported in part by funding from the Defense Advanced </span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * Research Projects Agency and the National Science Foundation of the </span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * United States of America, and the CMU Sphinx Speech Consortium.</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> *</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment"> * THIS SOFTWARE IS PROVIDED BY CARNEGIE MELLON UNIVERSITY ``AS IS'' AND </span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment"> * ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, </span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment"> * THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment"> * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL CARNEGIE MELLON UNIVERSITY</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment"> * NOR ITS EMPLOYEES BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment"> * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT </span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment"> * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, </span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment"> * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY </span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment"> * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT </span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment"> * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE </span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment"> *</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="comment"> * ====================================================================</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="comment"> *</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment"> */</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment">/*</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> * Interface for "semi-continuous vector quantization", a.k.a. Sphinx2</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="comment"> * fast GMM computation.</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="comment"> */</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> </div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#ifndef __S2_SEMI_MGAU_H__</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#define __S2_SEMI_MGAU_H__</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment">/* SphinxBase headesr. */</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="preprocessor">#include <sphinxbase/fe.h></span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="preprocessor">#include <sphinxbase/logmath.h></span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="preprocessor">#include <sphinxbase/mmio.h></span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> </div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="comment">/* Local headers. */</span></div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="preprocessor">#include "<a class="code" href="acmod_8h.html">acmod.h</a>"</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="preprocessor">#include "<a class="code" href="hmm_8h.html">hmm.h</a>"</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="preprocessor">#include "<a class="code" href="bin__mdef_8h.html">bin_mdef.h</a>"</span></div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="preprocessor">#include "<a class="code" href="ms__gauden_8h.html">ms_gauden.h</a>"</span></div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> </div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">typedef</span> <span class="keyword">struct </span><a class="code" href="structvqFeature__s.html">vqFeature_s</a> <a class="code" href="structvqFeature__s.html">vqFeature_t</a>;</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="keyword">typedef</span> <span class="keyword">struct </span><a class="code" href="structs2__semi__mgau__s.html">s2_semi_mgau_s</a> <a class="code" href="structs2__semi__mgau__s.html">s2_semi_mgau_t</a>;</div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html"> 59</a></span> <span class="keyword">struct </span><a class="code" href="structs2__semi__mgau__s.html">s2_semi_mgau_s</a> {</div><div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html#a9002aae86249006f0b045e5203ec9687"> 60</a></span>  <a class="code" href="structps__mgau__s.html">ps_mgau_t</a> <a class="code" href="structs2__semi__mgau__s.html#a9002aae86249006f0b045e5203ec9687">base</a>; </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  cmd_ln_t *config; <span class="comment">/* configuration parameters */</span></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <a class="code" href="structgauden__t.html">gauden_t</a> *g; <span class="comment">/* Set of Gaussians (pointers below point in here and will go away soon) */</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  uint8 ***mixw; <span class="comment">/* mixture weight distributions */</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  mmio_file_t *sendump_mmap;<span class="comment">/* memory map for mixw (or NULL if not mmap) */</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  uint8 *mixw_cb; <span class="comment">/* mixture weight codebook, if any (assume it contains 16 values) */</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  int32 n_sen; <span class="comment">/* Number of senones */</span></div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  uint8 *topn_beam; <span class="comment">/* Beam for determining per-frame top-N densities */</span></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  int16 max_topn;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  int16 ds_ratio;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> </div><div class="line"><a name="l00074"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html#a8892e22acbf81b08972cb6d7968ed4ce"> 74</a></span>  <a class="code" href="structvqFeature__s.html">vqFeature_t</a> ***<a class="code" href="structs2__semi__mgau__s.html#a8892e22acbf81b08972cb6d7968ed4ce">topn_hist</a>; </div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html#acfe1e5d43a25418ef19afba837f85cf7"> 75</a></span>  uint8 **<a class="code" href="structs2__semi__mgau__s.html#acfe1e5d43a25418ef19afba837f85cf7">topn_hist_n</a>; </div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html#ad8cb7f058bcc7402dd6a41c61f1b26e5"> 76</a></span>  <a class="code" href="structvqFeature__s.html">vqFeature_t</a> **<a class="code" href="structs2__semi__mgau__s.html#ad8cb7f058bcc7402dd6a41c61f1b26e5">f</a>; </div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structs2__semi__mgau__s.html#a3cbc9fe683da5b7befe6b2712adae327"> 77</a></span>  <span class="keywordtype">int</span> <a class="code" href="structs2__semi__mgau__s.html#a3cbc9fe683da5b7befe6b2712adae327">n_topn_hist</a>; </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="comment">/* Log-add table for compressed values. */</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  logmath_t *lmath_8b;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="comment">/* Log-add object for reloading means/variances. */</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  logmath_t *lmath;</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> };</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <a class="code" href="structps__mgau__s.html">ps_mgau_t</a> *s2_semi_mgau_init(<a class="code" href="structacmod__s.html">acmod_t</a> *acmod);</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keywordtype">void</span> s2_semi_mgau_free(<a class="code" href="structps__mgau__s.html">ps_mgau_t</a> *s);</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="keywordtype">int</span> s2_semi_mgau_frame_eval(<a class="code" href="structps__mgau__s.html">ps_mgau_t</a> *s,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  int16 *senone_scores,</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  uint8 *senone_active,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  int32 n_senone_active,</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  mfcc_t **featbuf,</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  int32 frame,</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  int32 compallsen);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keywordtype">int</span> s2_semi_mgau_mllr_transform(<a class="code" href="structps__mgau__s.html">ps_mgau_t</a> *s,</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <a class="code" href="structps__mllr__s.html">ps_mllr_t</a> *mllr);</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span> </div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span> </div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="preprocessor">#endif </span><span class="comment">/* __S2_SEMI_MGAU_H__ */</span><span class="preprocessor"></span></div><div class="ttc" id="structs2__semi__mgau__s_html_a3cbc9fe683da5b7befe6b2712adae327"><div class="ttname"><a href="structs2__semi__mgau__s.html#a3cbc9fe683da5b7befe6b2712adae327">s2_semi_mgau_s::n_topn_hist</a></div><div class="ttdeci">int n_topn_hist</div><div class="ttdoc">Number of past frames tracked. </div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00077">s2_semi_mgau.h:77</a></div></div>
<div class="ttc" id="structs2__semi__mgau__s_html_a8892e22acbf81b08972cb6d7968ed4ce"><div class="ttname"><a href="structs2__semi__mgau__s.html#a8892e22acbf81b08972cb6d7968ed4ce">s2_semi_mgau_s::topn_hist</a></div><div class="ttdeci">vqFeature_t *** topn_hist</div><div class="ttdoc">Top-N scores and codewords for past frames. </div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00074">s2_semi_mgau.h:74</a></div></div>
<div class="ttc" id="bin__mdef_8h_html"><div class="ttname"><a href="bin__mdef_8h.html">bin_mdef.h</a></div><div class="ttdoc">Binary format model definition files, with support for heterogeneous topologies and variable-size N-p...</div></div>
<div class="ttc" id="hmm_8h_html"><div class="ttname"><a href="hmm_8h.html">hmm.h</a></div><div class="ttdoc">Implementation of HMM base structure. </div></div>
<div class="ttc" id="structs2__semi__mgau__s_html"><div class="ttname"><a href="structs2__semi__mgau__s.html">s2_semi_mgau_s</a></div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00059">s2_semi_mgau.h:59</a></div></div>
<div class="ttc" id="ms__gauden_8h_html"><div class="ttname"><a href="ms__gauden_8h.html">ms_gauden.h</a></div><div class="ttdoc">(Sphinx 3.0 specific) Gaussian density module. </div></div>
<div class="ttc" id="structps__mllr__s_html"><div class="ttname"><a href="structps__mllr__s.html">ps_mllr_s</a></div><div class="ttdoc">Feature space linear transform structure. </div><div class="ttdef"><b>Definition:</b> <a href="acmod_8h_source.html#l00082">acmod.h:82</a></div></div>
<div class="ttc" id="structs2__semi__mgau__s_html_acfe1e5d43a25418ef19afba837f85cf7"><div class="ttname"><a href="structs2__semi__mgau__s.html#acfe1e5d43a25418ef19afba837f85cf7">s2_semi_mgau_s::topn_hist_n</a></div><div class="ttdeci">uint8 ** topn_hist_n</div><div class="ttdoc">Variable top-N for past frames. </div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00075">s2_semi_mgau.h:75</a></div></div>
<div class="ttc" id="structgauden__t_html"><div class="ttname"><a href="structgauden__t.html">gauden_t</a></div><div class="ttdoc">Multivariate gaussian mixture density parameters. </div><div class="ttdef"><b>Definition:</b> <a href="ms__gauden_8h_source.html#l00082">ms_gauden.h:82</a></div></div>
<div class="ttc" id="acmod_8h_html"><div class="ttname"><a href="acmod_8h.html">acmod.h</a></div><div class="ttdoc">Acoustic model structures for PocketSphinx. </div></div>
<div class="ttc" id="structs2__semi__mgau__s_html_a9002aae86249006f0b045e5203ec9687"><div class="ttname"><a href="structs2__semi__mgau__s.html#a9002aae86249006f0b045e5203ec9687">s2_semi_mgau_s::base</a></div><div class="ttdeci">ps_mgau_t base</div><div class="ttdoc">base structure. </div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00060">s2_semi_mgau.h:60</a></div></div>
<div class="ttc" id="structs2__semi__mgau__s_html_ad8cb7f058bcc7402dd6a41c61f1b26e5"><div class="ttname"><a href="structs2__semi__mgau__s.html#ad8cb7f058bcc7402dd6a41c61f1b26e5">s2_semi_mgau_s::f</a></div><div class="ttdeci">vqFeature_t ** f</div><div class="ttdoc">Topn-N for currently scoring frame. </div><div class="ttdef"><b>Definition:</b> <a href="s2__semi__mgau_8h_source.html#l00076">s2_semi_mgau.h:76</a></div></div>
<div class="ttc" id="structacmod__s_html"><div class="ttname"><a href="structacmod__s.html">acmod_s</a></div><div class="ttdoc">Acoustic model structure. </div><div class="ttdef"><b>Definition:</b> <a href="acmod_8h_source.html#l00148">acmod.h:148</a></div></div>
<div class="ttc" id="structps__mgau__s_html"><div class="ttname"><a href="structps__mgau__s.html">ps_mgau_s</a></div><div class="ttdef"><b>Definition:</b> <a href="acmod_8h_source.html#l00113">acmod.h:113</a></div></div>
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