Index: webrtc/modules/audio_processing/vad/gmm.h |
diff --git a/webrtc/modules/audio_processing/vad/gmm.h b/webrtc/modules/audio_processing/vad/gmm.h |
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index 9f3e578fef6ce81fcb08ab1f1775acef56691e09..0000000000000000000000000000000000000000 |
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-/* |
- * 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 WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_ |
-#define WEBRTC_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 // WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_ |