Keyword Spotting on Google Speech Commands

Metric: Google Speech Commands V1 12 (higher is better)

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#	Model↕	Google Speech Commands V1 12▼	Extra Data	Paper	Date↕	Code
1	TripletLoss-res15	98.56	No	Learning Efficient Representations for Keyword S...	2021-01-12	Code
2	BC-ResNet-8	98	No	Broadcasted Residual Learning for Efficient Keyw...	2021-06-08	Code
3	Wav2KWS	97.9	No	-	-	Code
4	res 8	97.8	No	Howl: A Deployed, Open-Source Wake Word Detectio...	2020-08-21	Code
5	MatchboxNet-3x2x64	97.48	No	MatchboxNet: 1D Time-Channel Separable Convoluti...	2020-04-21	Code
6	ConvMixer	97.3	No	-	-	Code
7	MHAtt-RNN	97.2	No	-	-	Code
8	NAS1	97.06	No	Neural Architecture Search For Keyword Spotting	2020-09-01	-
9	SSAMBA	96.9	No	SSAMBA: Self-Supervised Audio Representation Lea...	2024-05-20	Code
10	Attention RNN	95.6	No	A neural attention model for speech command reco...	2018-08-27	Code
11	DS-CNN	94.4	No	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code
12	GRU	93.5	Yes	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code
13	LSTM	92.9	Yes	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code
14	Basic LSTM	92	No	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code
15	DNN	91.6	No	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code
16	CNN	84.6	No	Hello Edge: Keyword Spotting on Microcontrollers	2017-11-20	Code