Update README.md

README.md

@@ -66,8 +66,8 @@ Measures are done with default STM32Cube.AI configuration with enabled input / o
 
 | Model             | Format | Resolution | Series  | Activation RAM (KiB) | Runtime RAM (KiB) | Weights Flash (KiB) | Code Flash (KiB) | Total RAM (KiB)  | Total Flash (kB) | STM32Cube.AI version  |
 |-------------------|--------|------------|---------|----------------|-------------|---------------|------------|-------------|-------------|-----------------------|
-| [miniresnet v2 1stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A    | 59.89               |   7.09       |   123.98            |   61.57      | 66.98 | 185.55 | 10.0.0                 |
-| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A    | 59.89                |   11.28        |   431.98            |   69.86      | 71.17 | 501.84 | 10.0.0                 |
+| [miniresnet v2 1stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A    | 59.89               |   7.09       |   123.98            |   61.57      | 66.98 | 185.55 | 10.0.0                 |
+| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A    | 59.89                |   11.28        |   431.98            |   69.86      | 71.17 | 501.84 | 10.0.0                 |
 
 
 ### Reference inference time based on ESC-10 dataset
@@ -75,8 +75,8 @@ Measures are done with default STM32Cube.AI configuration with enabled input / o
 
 | Model             | Format | Resolution | Board            | Execution Engine |  Frequency   | Inference time (ms) | STM32Cube.AI version  |
 |-------------------|--------|------------|------------------|------------------|--------------|-------|-----------------------|
-| [miniresnet v2 1stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A |  1 CPU | 160 | 188.36 | 10.0.0                |
-| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A |  1 CPU | 160 | 308.81 | 10.0.0                 |
+| [miniresnet v2 1stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A |  1 CPU | 160 | 188.36 | 10.0.0                |
+| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | B-U585I-IOT02A |  1 CPU | 160 | 308.81 | 10.0.0                 |
 
 
 ### Accuracy with ESC-10 dataset
@@ -87,10 +87,10 @@ The reason this metric is used instead of patch-level accuracy is because patch-
 
 | Model | Format | Resolution | Clip-level Accuracy |
 |-------|--------|------------|----------------|
-| [miniresnet v2 1stack ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl.h5) | float32 | 64x50x1 | 91.1% |
-| [miniresnet v2 1stack ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | 91.1% |
-| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl.h5) | float32 | 64x50x1 | 92.4% |
-| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | 92.6% |
+| [miniresnet v2 1stack ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl.h5) | float32 | 64x50x1 | 91.1% |
+| [miniresnet v2 1stack ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_1stacks_64x50_tl/miniresnetv2_1stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | 91.1% |
+| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl.h5) | float32 | 64x50x1 | 92.4% |
+| [miniresnet v2 2stacks ](https://github.com/STMicroelectronics/stm32ai-modelzoo/audio_event_detection/miniresnetv2/ST_pretrainedmodel_public_dataset/esc10/miniresnetv2_2stacks_64x50_tl/miniresnetv2_2stacks_64x50_tl_int8.tflite) | int8 | 64x50x1 | 92.6% |