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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z_openset.1e412fac_nohash_0.wav.2bir3mer.eb89fd814ec1.json.2bjc1vir.ingestion-7c8fd97d99-wkmzv

ID: 1020054791

Label: z_openset

Sample length: 540ms

stop.2b6404gq.454a3994b8cf.json.2bjbd2gt.ingestion-7c8fd97d99-wkmzv

ID: 1020053677

Label: stop

Sample length: 968ms

stop.2b63vmfm.454a3994b8cf.json.2bjbcg3a.ingestion-7c8fd97d99-v2784

ID: 1020061321

Label: stop

Sample length: 968ms

z_openset.1b4c9b89_nohash_2_off.wav.2biqu9pr.eb89fd814ec1.json.2bjbs46e.ingestion-7c8fd97d99-wkmzv

ID: 1020053537

Label: z_openset

Sample length: 535ms

stop.2b6416q6.454a3994b8cf.json.2bjbefs1.ingestion-7c8fd97d99-v2784

ID: 1020057383

Label: stop

Sample length: 968ms

z_openset.noise.orig_train.NeighborSpeaking_9.wav.254000.wav.2biqkjsg.eb89fd814ec1.json.2bjbobu9.ingestion-7c8fd97d99-wkmzv

ID: 1020061813

Label: z_openset

Sample length: 1s

z_openset.0d82fd99_nohash_1_nine.wav.2biqsi7h.eb89fd814ec1.json.2bjbqte9.ingestion-7c8fd97d99-jwb2r

ID: 1020057630

Label: z_openset

Sample length: 500ms

stop.2b63vq70.454a3994b8cf.json.2bjbchmb.ingestion-7c8fd97d99-v2784

ID: 1020060027

Label: stop

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

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On any device

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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	280,357
No. of clones	54