Physical activity based music recommendation and selection system

发明研究公司是一家总部位于维多利亚的公司，专门从事创新产品的开发 ** 促进工作场所的健身。该项目的目标是通过根据用户的喜好和健身目标定制音乐，改善已开发 **Inventu Research硬件的用户体验。将追求两个主要目标 **。首先是探索如何从音乐 ** 曲目中自动估计克里思和节拍信息，并利用提取的信息结合健身 ** 设备上的传感器获得的数据来个性化音乐播放。第二个目标是探索音乐推荐使用 ** 音色相似性，除了节奏信息。将利用在音乐信息检索领域提出的各种技术。主要的创新是与健康数据 ** 的整合，这些数据是由Inventu Research Inc.获得的。为了实验的目的，免费音乐档案，一个大型的音乐资源，被许可用于创作共用，将被利用。Tzanetakis博士的研究小组 ** 在音乐信息检索和机器学习方面具有强大的国际影响力。这些研究领域将为项目提供想法、概念和算法。两名在机器学习、音乐信息检索、情感识别和音频信号处理方面具有互补经验的博士生将通过该项目获得资助，并与发明研究公司的设计师和工程师合作。

Inventu Research, Inc is a Victoria based company that specializes on the development of innovative products**promoting fitness in the workplace. The goal of this project is to improve the user experience of the developed**Inventu Research hardware by customizing music to their preferences and fitness goals. Two main objectives**will be pursued. The first is to explore how to automatically estimate tempo and beat information from music**tracks and utilize the extracted information in combination with data obtained by sensors on the fitness**equipment to personalize music playback. The second objective is to explore music recommendation using**timbral similarity in addition to rhythmic information. A variety of techniques that have been proposed in the**field of Music Information Retrieval will be utilized. The main innovation is the integration with fitness data**obtained by Inventu Research Inc. For the purposes of the experiments the Free Music Archive, a large**resources of music that is licensed for creative commons, will be utilized. The research group of Dr.Tzanetakis**has a strong international presence in Music Information Retrieval and Machine Learning. which are research**areas that will contribute ideas, concepts, and algorithms to the project. Two PhD students with complementary**experience in machine learning, music information retrieval, and emotion recognition, and audio signal**processing will be funded through the project and work with the designers and engineers at Inventu Research,**Inc.