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SotA/Speech/Keyword Spotting

Keyword Spotting

43 benchmarks407 papers

In speech processing, keyword spotting deals with the identification of keywords in utterances.

<span style="color:grey; opacity: 0.6">( Image credit: Simon Grest )</span>

Benchmarks

Keyword Spotting on QUESST

MinCnxeCnxeATWVMTWVlowerbound SSFPMUsISFPMUiPL

Keyword Spotting on Google Speech Commands

Google Speech Commands V1 12Google Speech Commands V2 12Google Speech Commands V2 35Google Speech Commands V2 2010-keyword Speech Commands datasetGoogle Speech Commands V2 2Google Speech Commands V1 2Google Speech Commands V1 20Google Speech Commands V1 35Google Speech Commands V1 6Google Speech Command-MusanGoogle Speech Commands% Test Accuracy

Keyword Spotting on FKD

Accuracy

Keyword Spotting on Google Speech Commands V2 35

Accuracy (10-fold)

Keyword Spotting on TensorFlow

TFMA

Keyword Spotting on VoxForge

Accuracy (%)

Keyword Spotting on Google Speech Commands (v2)

Accuracy(10-fold)

Keyword Spotting on Google Speech Commands V2 12

AccuracyLatency (STM32F746ZG)

Keyword Spotting on LRS2

Top-1 AccuracyTop-5 AccuracymAPmAP IOU@0.5

Keyword Spotting on LRS3-TED

Top-1 AccuracyTop-5 AccuracymAPmAP IOU@0.5

Keyword Spotting on LRW

Top-1 AccuracyTop-5 AccuracymAP

Keyword Spotting on TAU Urban Acoustic Scenes 2019

Accuracy

Keyword Spotting on hey Siri

Error Rate