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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-19 00:47:55 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-19 00:47:55 +0000 |
commit | 26a029d407be480d791972afb5975cf62c9360a6 (patch) | |
tree | f435a8308119effd964b339f76abb83a57c29483 /third_party/libwebrtc/modules/audio_processing/vad/gmm.h | |
parent | Initial commit. (diff) | |
download | firefox-26a029d407be480d791972afb5975cf62c9360a6.tar.xz firefox-26a029d407be480d791972afb5975cf62c9360a6.zip |
Adding upstream version 124.0.1.upstream/124.0.1
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'third_party/libwebrtc/modules/audio_processing/vad/gmm.h')
-rw-r--r-- | third_party/libwebrtc/modules/audio_processing/vad/gmm.h | 45 |
1 files changed, 45 insertions, 0 deletions
diff --git a/third_party/libwebrtc/modules/audio_processing/vad/gmm.h b/third_party/libwebrtc/modules/audio_processing/vad/gmm.h new file mode 100644 index 0000000000..d9d68ecfdc --- /dev/null +++ b/third_party/libwebrtc/modules/audio_processing/vad/gmm.h @@ -0,0 +1,45 @@ +/* + * Copyright (c) 2012 The WebRTC project authors. All Rights Reserved. + * + * Use of this source code is governed by a BSD-style license + * that can be found in the LICENSE file in the root of the source + * tree. An additional intellectual property rights grant can be found + * in the file PATENTS. All contributing project authors may + * be found in the AUTHORS file in the root of the source tree. + */ + +#ifndef MODULES_AUDIO_PROCESSING_VAD_GMM_H_ +#define MODULES_AUDIO_PROCESSING_VAD_GMM_H_ + +namespace webrtc { + +// A structure that specifies a GMM. +// A GMM is formulated as +// f(x) = w[0] * mixture[0] + w[1] * mixture[1] + ... + +// w[num_mixtures - 1] * mixture[num_mixtures - 1]; +// Where a 'mixture' is a Gaussian density. + +struct GmmParameters { + // weight[n] = log(w[n]) - `dimension`/2 * log(2*pi) - 1/2 * log(det(cov[n])); + // where cov[n] is the covariance matrix of mixture n; + const double* weight; + // pointer to the first element of a `num_mixtures`x`dimension` matrix + // where kth row is the mean of the kth mixture. + const double* mean; + // pointer to the first element of a `num_mixtures`x`dimension`x`dimension` + // 3D-matrix, where the kth 2D-matrix is the inverse of the covariance + // matrix of the kth mixture. + const double* covar_inverse; + // Dimensionality of the mixtures. + int dimension; + // number of the mixtures. + int num_mixtures; +}; + +// Evaluate the given GMM, according to `gmm_parameters`, at the given point +// `x`. If the dimensionality of the given GMM is larger that the maximum +// acceptable dimension by the following function -1 is returned. +double EvaluateGmm(const double* x, const GmmParameters& gmm_parameters); + +} // namespace webrtc +#endif // MODULES_AUDIO_PROCESSING_VAD_GMM_H_ |