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Development of a Aural Real-Time Rhythmical and Harmonic Tracking to Enable the Musical Interaction with the Waseda Flutist Robot

机译:开发一个特性的实时节奏和谐波跟踪,使剧互动与Waseda浮标机器人

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The Waseda Flutist Robot is able to play the flute at the level of an intermediate human player. This ability opens a wide field of possibilities to research human-robot musical interaction. This research is focused on enabling the flutist robot to interact more naturally with musical partners in the context of a Jazz band. For this purpose a Musical-Based Interaction System (MbIS) has been proposed to enable the robot to process both visual and aural cues coming throughout the interaction with musicians. In a previous publication, we have concentrated on the implementation of visual communication techniques. We created an interaction interface that enabled the robot to detect instrument gestures of partner musicians during a musical performance. Two computer vision approaches were implemented to create a two-skill-level interface for visual human-robot interaction in a musical context. In this paper we focus on the aural perception system of the robot. The method introduced here enables the robot to, a suitable environment provided, detect the tempo and harmony of a partner musician's play, with a specific focus on improvisation. We achieve this by examining the rhythmical and harmonic characteristics of the recorded sound. We apply the same approach to amplitude and frequency spectrum, thus, in the former case tracking amplitude transients. In the latter case, as we focus on communication with monophonic woodwind instruments, we follow the most prominent peak in the frequency spectrum. We specifically use a similar technique for the audio analysis as we did for our previous research on motion tracking. From the experimental results, we have shown that after implementing our algorithm the robot is able to correctly recognize a number of rhythms and harmonies. It is able to engage in a simple form of stimuli and reaction play with a human musician.
机译:Waseda浮雕机器人能够在中间人类播放机的水平上播放长笛。这种能力开启了研究人机器人音乐互动的广泛可能性。这项研究专注于使扑除机器人能够在爵士乐乐队的背景下与音乐伙伴更自然地互动。为此目的,已经提出了一种基于音乐的交互系统(MBIS),以使机器人能够处理在整个与音乐家互动的视觉和耳鸣。在以前的出版物中,我们专注于实现可视化通信技术。我们创建了一个交互界面,使机器人能够在音乐表现期间检测合作伙伴音乐家的仪器手势。实施了两种计算机视觉方法以创建一个用于音乐背景中的视觉人体机器人交互的双技能级接口。在本文中,我们专注于机器人的听觉感知系统。这里介绍的方法使机器人能够提供一个适当的环境,检测合作伙伴音乐家的戏剧的节奏和和谐,并特别关注即兴创作。通过检查记录声音的节奏和谐波特性来实现这一目标。我们在前壳跟踪幅度瞬变中应用相同的幅度和频谱。在后一种情况下,当我们专注于与单声道表单仪器的沟通时,我们遵循频谱中最突出的峰值。我们特别使用类似的技术进行音频分析,因为我们为我们之前的运动跟踪研究进行了研究。从实验结果来看,我们已经表明,在实施我们的算法后,机器人能够正确地识别许多节奏和和谐。它能够以一种简单的刺激形式和与人类音乐家进行反应。

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