公开(公告)号：US20150262590A1

公开(公告)日：2015-09-17

申请号：US14716289

申请日：2015-05-19

Applicant: Huawei Technologies Co., Ltd.

Inventor： Cyril Joder ,  Felix Weninger ,  Bjoern Schuller ,  David Virette

IPC: G10L21/0208

CPC classification number: G10L21/0208 ,  G10L21/0216 ,  G10L21/0232

Abstract: A method for reconstructing at least one target signal comprises determining a first set of feature vectors from the input signal, the first set of feature vectors forming a non-negative input matrix; determining a second set of feature vectors, the second set of feature vectors forming a non-negative noise matrix; decomposing the input matrix into a sum of a first matrix and a second matrix, the first matrix representing a product of a non-negative bases matrix and a non-negative weight matrix, and the second matrix representing a combination of the noise matrix and a noise weight vector; and reconstructing the at least one target signal based on the non-negative bases matrix and the non-negative weight matrix.

Abstract translation: 一种用于重构至少一个目标信号的方法包括从所述输入信号确定第一组特征向量，所述第一组特征向量形成非负输入矩阵; 确定第二组特征向量，所述第二组特征向量形成非负噪声矩阵; 将输入矩阵分解为第一矩阵和第二矩阵的和，第一矩阵表示非负基数矩阵和非负权重矩阵的乘积，第二矩阵表示噪声矩阵和 噪声权重向量; 以及基于所述非负基数矩阵和所述非负权重矩阵来重构所述至少一个目标信号。

公开(公告)号：US09536538B2

公开(公告)日：2017-01-03

申请号：US14716289

申请日：2015-05-19

Applicant: Huawei Technologies Co., Ltd.

Inventor： Cyril Joder ,  Felix Weninger ,  Bjoern Schuller ,  David Virette

IPC: G10L21/0208 ,  G10L21/0216 ,  G10L21/0232

CPC classification number: G10L21/0208 ,  G10L21/0216 ,  G10L21/0232

Abstract: A method for reconstructing at least one target signal comprises determining a first set of feature vectors from the input signal, the first set of feature vectors forming a non-negative input matrix; determining a second set of feature vectors, the second set of feature vectors forming a non-negative noise matrix; decomposing the input matrix into a sum of a first matrix and a second matrix, the first matrix representing a product of a non-negative bases matrix and a non-negative weight matrix, and the second matrix representing a combination of the noise matrix and a noise weight vector; and reconstructing the at least one target signal based on the non-negative bases matrix and the non-negative weight matrix.

Abstract translation: 一种用于重构至少一个目标信号的方法包括从所述输入信号确定第一组特征向量，所述第一组特征向量形成非负输入矩阵; 确定第二组特征向量，所述第二组特征向量形成非负噪声矩阵; 将输入矩阵分解为第一矩阵和第二矩阵的和，第一矩阵表示非负基数矩阵和非负权重矩阵的乘积，第二矩阵表示噪声矩阵和 噪声权重向量; 以及基于所述非负基数矩阵和所述非负权重矩阵来重构所述至少一个目标信号。