Experiments (3 / 3)
Name | Input | DSP Blocks | Learn Blocks | f32_V_Acc | f32_T_Acc | i8_V_Acc | i8_T_Acc | f32_Latency | f32_RAM | f32_Flash | i8_Latency | i8_RAM | i8_Flash | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
1,000ms. | MFE | Transfer learning (Keyword Spotting) | 91.1% | 78.3% | 91.5% | - | 2433 ms. | 54.9K | 233.3K | 1236 ms. | 37.1K | 120.1K | |
|
1,000ms. | MFCC | Classifier | 91.5% | 70.2% | 90.8% | - | 662 ms. | 10.6K | 44.1K | 563 ms. | 10.6K | 36.4K | |
|
1,000ms. | MFE | Transfer learning (Keyword Spotting) | 86.4% | 48.5% | 86.1% | - | 3865 ms. | 108.4K | 120.2K | 1594 ms. | 35.0K | 66.4K |