Syntiant / Syntiant-RC-Go-Stop-NDP120 Public

Target: Cortex-M4F 80MHz Clone this project

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Syntiant-RC-Go-Stop-NDP120

Keyword spotting

About this project

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Data (12,230 samples)

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go.go_4290ca61_nohash_1.wav.23scpmqb.ingestion-6bc8b65f8c-cfffs.wav.24esco6e.ingestion-7455f94948-tfz5w.json.2bip1nsv.eb89fd814ec1.json.2bjbi44m.ingestion-7c8fd97d99-v2784

ID: 1020057345

Label: go

Sample length: 968ms

z_openset.1e02ffc5_nohash_3_one.wav.2bir2mr6.eb89fd814ec1.json.2bjc1qvd.ingestion-7c8fd97d99-wkmzv

ID: 1020058413

Label: z_openset

Sample length: 492ms

go.2b645a7r.454a3994b8cf.json.2bjbfgi3.ingestion-7c8fd97d99-wkmzv

ID: 1020056744

Label: go

Sample length: 968ms

z_openset.noise.orig_train.Munching_9.wav.19000.wav.2biqkg73.eb89fd814ec1.json.2bjbo24b.ingestion-7c8fd97d99-wkmzv

ID: 1020056679

Label: z_openset

Sample length: 1s

stop.stop_3c4aa5ef_nohash_3.wav.23sf8u8f.ingestion-6bc8b65f8c-vrv59.wav.24fgs1ct.ingestion-7455f94948-tfz5w.json.2bip29av.eb89fd814ec1.json.2bjbj1o6.ingestion-7c8fd97d99-jwb2r

ID: 1020059793

Label: stop

Sample length: 968ms

stop.stop_bd76a7fd_nohash_3.wav.23sffn1c.ingestion-6bc8b65f8c-vrv59.wav.24fgvk04.ingestion-7455f94948-tfz5w.json.2bip2tn1.eb89fd814ec1.json.2bjbk4vu.ingestion-7c8fd97d99-v2784

ID: 1020055902

Label: stop

Sample length: 968ms

z_openset.2dce72b3_nohash_1.wav.2bir5ric.eb89fd814ec1.json.2bjc2vg9.ingestion-7c8fd97d99-wkmzv

ID: 1020054683

Label: z_openset

Sample length: 360ms

go.2b646c7c.454a3994b8cf.json.2bjbh3vi.ingestion-7c8fd97d99-jwb2r

ID: 1020060758

Label: go

Sample length: 968ms

Model accuracy (Unoptimized (float32))

Validation set

92.6%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

39 ms.

Peak RAM usage

11.6K

Flash usage

43.2K

Run this model

On any device

Clone project

Dataset summary

Data collected

2h 54m 53s

Sensor

audio @ 16KHz

Labels

go, stop, z_openset

Project info

Project ID	412552
License	Apache 2.0
No. of views	361,350
No. of clones	66