Vibravox is a dataset compliant with the General Data Protection Regulation (GDPR) containing audio recordings using five different body-conduction audio sensors : two in-ear microphones, two bone conduction vibration pickups and a laryngophone. The data set also includes audio data from an airborne microphone used as a reference. The Vibravox corpus contains 38 hours of speech samples and physiological sounds recorded by 188 participants under different acoustic conditions imposed by an high order ambisonics 3D spatializer. Annotations about the recording conditions and linguistic transcriptions are also included in the corpus. We conducted a series of experiments on various speech-related tasks, including speech recognition, speech enhancement and speaker verification. These experiments were carried out using state-of-the-art models to evaluate and compare their performances on signals captured by the different audio sensors offered by the Vibravox dataset, with the aim of gaining a better grasp of their individual characteristics.
翻译:Vibravox是一个符合《通用数据保护条例》(GDPR)的数据集,包含使用五种不同体传导音频传感器采集的录音:两个入耳式麦克风、两个骨传导振动拾音器和一个喉头麦克风。该数据集还包含作为参考的空中麦克风音频数据。Vibravox语料库收录了188名参与者在高阶环绕声三维空间化系统营造的不同声学条件下录制的38小时语音样本及生理音。语料库同时包含录制条件标注与文字转录信息。我们在多项语音相关任务上开展实验,包括语音识别、语音增强和说话人验证。这些实验采用最先进的模型进行,旨在通过评估和比较各模型在Vibravox数据集提供的不同音频传感器信号上的表现,更深入地掌握各类传感器的特性。