关于语音信号声源定位DOA估计所用的一些传统算法（matlab源码+项目说明）.zip

# sound-source-localization-algorithm_DOA_estimation * 语音信号处理的宽带说话人(声源)定位（DOA估计）算法 **Abstract** 本仓库是面向语音信号的声源定位传统算法 **关键词**：声源定位(sound source localization)、DOA估计（DOA estimation）、TDOA估计（TDOA estimation）、麦克风阵列信号处理(microphone array signal processing) ## ssl_tools 包含SRP-PHAT(GCC-PHAT)、MUSIC、beamforming（波束形成）三类算法 * SRP：SRP-PHAT、非线性SRP-PHAT * MUSIC * beamforming:基于延迟求和(DS)的SNR方位谱估计、基于MVDR的SNR方位谱估计及其对应的频率加权改进算法 ## 与语音信号处理的宽带声源定位相关的参考资源 ### 竞赛 * acoustic source LOCalization And TrAcking [[LOCATA]](https://locata.lms.tf.fau.de/) * Detection and Classification of Acoustic Scenes and Events [[DCASE]](http://dcase.community/challenge2020/task-sound-event-localization-and-detection) ### 多通道数据集生成算法 * rir-generator [[Code]](https://github.com/ehabets/RIR-Generator) * ROOMSIM[[Code]](https://github.com/Wenzhe-Liu/ROOMSIM) ### 开源代码 #### 基于时延的定位 * A simple DOA GUI [[Code]](https://github.com/wangwei2009/DOA) #### 基于波束形成的定位 * DNN_Localization_And_Separation [[Code]](https://github.com/shaharhoch/DNN_Localization_And_Separation) #### 双耳定位 * binauralLocalization [[Code]](https://github.com/nicolasobin/binauralLocalization) * Binaural-Auditory-Localization-System [[Code]](https://github.com/r04942117/Binaural-Auditory-Localization-System) * Binaural_Localization:ITD-based localization of sound sources in complex acoustic environments [[Code]](https://github.com/Hardcorehobel/Binaural_Localization) #### 高分辨率定位 * WSCM-MUSIC [[Code]](https://github.com/xuchenglin28/WSCM-MUSIC) #### 基于聚类定位 * messl:Model-based EM Source Separation and Localization [[Code]](https://github.com/mim/messl) [[Paper]](https://www.ee.columbia.edu/~ronw/pubs/taslp09-messl.pdf) * fast_sound_source_localization_using_TLSSC:Fast Sound Source Localization Using Two-Level Search Space Clustering [[Code]](https://github.com/LeeTaewoo/fast_sound_source_localization_using_TLSSC) #### 窄带定位 * doa-tools [[Code]](https://github.com/morriswmz/doa-tools) * 麦克风声源定位 [[Code]](https://github.com/xiaoli1368/Microphone-sound-source-localization)