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| 1 /* | 1 /* | 
| 2  *  Copyright (c) 2012 The WebRTC project authors. All Rights Reserved. | 2  *  Copyright (c) 2012 The WebRTC project authors. All Rights Reserved. | 
| 3  * | 3  * | 
| 4  *  Use of this source code is governed by a BSD-style license | 4  *  Use of this source code is governed by a BSD-style license | 
| 5  *  that can be found in the LICENSE file in the root of the source | 5  *  that can be found in the LICENSE file in the root of the source | 
| 6  *  tree. An additional intellectual property rights grant can be found | 6  *  tree. An additional intellectual property rights grant can be found | 
| 7  *  in the file PATENTS.  All contributing project authors may | 7  *  in the file PATENTS.  All contributing project authors may | 
| 8  *  be found in the AUTHORS file in the root of the source tree. | 8  *  be found in the AUTHORS file in the root of the source tree. | 
| 9  */ | 9  */ | 
| 10 | 10 | 
| 11 #ifndef WEBRTC_MODULES_AUDIO_PROCESSING_AGC_GMM_H_ | 11 #ifndef WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_ | 
| 12 #define WEBRTC_MODULES_AUDIO_PROCESSING_AGC_GMM_H_ | 12 #define WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_ | 
| 13 | 13 | 
| 14 namespace webrtc { | 14 namespace webrtc { | 
| 15 | 15 | 
| 16 // A structure that specifies a GMM. | 16 // A structure that specifies a GMM. | 
| 17 // A GMM is formulated as | 17 // A GMM is formulated as | 
| 18 //  f(x) = w[0] * mixture[0] + w[1] * mixture[1] + ... + | 18 //  f(x) = w[0] * mixture[0] + w[1] * mixture[1] + ... + | 
| 19 //         w[num_mixtures - 1] * mixture[num_mixtures - 1]; | 19 //         w[num_mixtures - 1] * mixture[num_mixtures - 1]; | 
| 20 // Where a 'mixture' is a Gaussian density. | 20 // Where a 'mixture' is a Gaussian density. | 
| 21 | 21 | 
| 22 struct GmmParameters { | 22 struct GmmParameters { | 
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| 35   // number of the mixtures. | 35   // number of the mixtures. | 
| 36   int num_mixtures; | 36   int num_mixtures; | 
| 37 }; | 37 }; | 
| 38 | 38 | 
| 39 // Evaluate the given GMM, according to |gmm_parameters|, at the given point | 39 // Evaluate the given GMM, according to |gmm_parameters|, at the given point | 
| 40 // |x|. If the dimensionality of the given GMM is larger that the maximum | 40 // |x|. If the dimensionality of the given GMM is larger that the maximum | 
| 41 // acceptable dimension by the following function -1 is returned. | 41 // acceptable dimension by the following function -1 is returned. | 
| 42 double EvaluateGmm(const double* x, const GmmParameters& gmm_parameters); | 42 double EvaluateGmm(const double* x, const GmmParameters& gmm_parameters); | 
| 43 | 43 | 
| 44 }  // namespace webrtc | 44 }  // namespace webrtc | 
| 45 #endif  // WEBRTC_MODULES_AUDIO_PROCESSING_AGC_GMM_H_ | 45 #endif  // WEBRTC_MODULES_AUDIO_PROCESSING_VAD_GMM_H_ | 
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