infinite-dataset-hub/GSWDirectionalSoundset

--- license: mit tags: - infinite-dataset-hub - synthetic --- # GSWDirectionalSoundset tags: machine learning, gunshot sound, direction _Note: This is an AI-generated dataset so its content may be inaccurate or false_ **Dataset Description:** The 'GSWDirectionalSoundset' is a hypothetical dataset tailored for machine learning models that aim to analyze gunshot sounds to determine their direction. This dataset consists of audio clips from various shooting incidents captured by an array of strategically placed microphones. Each audio clip is annotated with metadata that includes the source's location, the time of recording, and a label indicating the likely direction of the gunshot (e.g., 'North', 'South', 'East', 'West', 'Northeast', 'Southeast', 'Northwest', 'Southwest'). The dataset is constructed to provide a diverse set of samples, ensuring robust training for directional sound recognition algorithms. **CSV Content Preview:** ```csv RecordingID,TimeStamp,SourceLocation,GunshotSoundFile,DirectionLabel GSW101,2023-01-01T12:00:00,LocationA,sound_GSW101_1.wav,North GSW102,2023-01-01T12:05:00,LocationB,sound_GSW102_1.wav,East GSW103,2023-01-01T12:10:00,LocationC,sound_GSW103_1.wav,South GSW104,2023-01-01T12:15:00,LocationD,sound_GSW104_1.wav,West GSW105,2023-01-01T12:20:00,LocationA,sound_GSW105_1.wav, **Source of the data:** The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '': - **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=GSWDirectionalSoundset&tags=machine+learning,+gunshot+sound,+direction - **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub--- 许可证：MIT 标签： - 无限数据集中心（Infinite Dataset Hub） - 合成数据集 --- # GSWDirectionalSoundset 标签：机器学习、枪声、方向 > 注意：本数据集由人工智能生成，其内容可能存在不准确或虚假之处。 ## 数据集说明： 「GSWDirectionalSoundset」是一款专为枪声方向识别机器学习模型打造的假想数据集。本数据集包含多起枪击事件的音频片段，这些片段由经战略布局的麦克风阵列录制。每条音频片段均附带元数据标注，元数据包含声源位置、录制时间，以及标注枪声疑似方向的标签（例如「北」「南」「东」「西」「东北」「东南」「西北」「西南」）。该数据集旨在提供多样化的样本集合，为方向声音识别算法的稳健训练提供支撑。 ## CSV内容预览： csv RecordingID,TimeStamp,SourceLocation,GunshotSoundFile,DirectionLabel GSW101,2023-01-01T12:00:00,LocationA,sound_GSW101_1.wav,North GSW102,2023-01-01T12:05:00,LocationB,sound_GSW102_1.wav,East GSW103,2023-01-01T12:10:00,LocationC,sound_GSW103_1.wav,South GSW104,2023-01-01T12:15:00,LocationD,sound_GSW104_1.wav,West GSW105,2023-01-01T12:20:00,LocationA,sound_GSW105_1.wav, ## 数据集来源： 本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)以及微软Phi-3-mini-4k-instruct模型，基于空查询指令生成： - **数据集生成页面**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=GSWDirectionalSoundset&tags=machine+learning,+gunshot+sound,+direction - **所用模型**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct - **更多数据集**: https://huggingface.co/datasets?other=infinite-dataset-hub