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We present the NVIDIA NeMo team's multi-channel speech recognition system forthe 7th CHiME Challenge Distant Automatic Speech Recognition (DASR) Task,focusing on the development of a multi-channel, multi-speaker speechrecognition system tailored to transcribe speech from distributed microphonesand microphone arrays. The system predominantly comprises of the followingintegral modules: the Speaker Diarization Module, Multi-channel Audio Front-EndProcessing Module, and the ASR Module. These components collectively establisha cascading system, meticulously processing multi-channel and multi-speakeraudio input. Moreover, this paper highlights the comprehensive optimizationprocess that significantly enhanced our system's performance. Our team'ssubmission is largely based on NeMo toolkits and will be publicly available.

The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System