segbroeck20@interspeech_2020@ISCA

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#1 DiPCo — Dinner Party Corpus [PDF] [Copy] [Kimi1]

Authors: Maarten Van Segbroeck ; Ahmed Zaid ; Ksenia Kutsenko ; Cirenia Huerta ; Tinh Nguyen ; Xuewen Luo ; Björn Hoffmeister ; Jan Trmal ; Maurizio Omologo ; Roland Maas

We present a speech data corpus that simulates a “dinner party” scenario taking place in an everyday home environment. The corpus was created by recording multiple groups of four Amazon employee volunteers having a natural conversation in English around a dining table. The participants were recorded by a single-channel close-talk microphone and by five far-field 7-microphone array devices positioned at different locations in the recording room. The dataset contains the audio recordings and human labeled transcripts of a total of 10 sessions with a duration between 15 and 45 minutes. The corpus was created to advance in the field of noise robust and distant speech processing and is intended to serve as a public research and benchmarking data set.