Carlos / HelloAmbiq Public

Target: Cortex-M4F 80MHz Clone this project

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HelloAmbiq

Keyword spotting

About this project

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Data (1,682 samples)

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unknown.3589bc72_nohash_0

ID: 143094544

Label: unknown

Sample length: 1s

unknown.69953f48_nohash_1

ID: 143094301

Label: unknown

Sample length: 1s

unknown.a4b21cbc_nohash_1

ID: 143094034

Label: unknown

Sample length: 1s

unknown.d9e9f554_nohash_1

ID: 143093782

Label: unknown

Sample length: 1s

hello.3g55erae.s6

ID: 143093534

Label: hello

Sample length: 1s

unknown.bde0f20a_nohash_2

ID: 143093911

Label: unknown

Sample length: 1s

unknown.3b8406c0_nohash_0

ID: 143094515

Label: unknown

Sample length: 1s

unknown.b308773d_nohash_2

ID: 143093973

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

94.4%

Test set

94.8%

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

Latency

543 ms.

Peak RAM usage

45.5K

Flash usage

123.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

28m 45s

Sensor

audio @ 16KHz

Labels

hello, unknown

Project info

Project ID	149224
Project version	1
License	Apache 2.0
No. of views	52,579
No. of clones	4