论文标题

鸟:大冲动响应数据集

BIRD: Big Impulse Response Dataset

论文作者

Grondin, François, Lauzon, Jean-Samuel, Michaud, Simon, Ravanelli, Mirco, Michaud, François

论文摘要

本文介绍了Bird,这是Big Impulse响应数据集。此开放数据集由使用图像方法通过仿真生成的100,000个多通道室脉冲响应(RIR)组成,使其成为当前可用的最大多通道开放数据集。这些RIR可用于涉及两个麦克风和多个声音源的场景中,可以使用高效的在线数据增强。该论文还介绍了用例,以说明鸟类如何使用现有语音语料库进行数据增强。

This paper introduces BIRD, the Big Impulse Response Dataset. This open dataset consists of 100,000 multichannel room impulse responses (RIRs) generated from simulations using the Image Method, making it the largest multichannel open dataset currently available. These RIRs can be used toperform efficient online data augmentation for scenarios that involve two microphones and multiple sound sources. The paper also introduces use cases to illustrate how BIRD can perform data augmentation with existing speech corpora.

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