---
license: apache-2.0
datasets:
-  VoiceBank+DEMAND
tags:
- ENOT-AutoDL
- SpeechEnhancement
---

# ENOT-AutoDL MP-SENet optimization on VoiceBank+DEMAND dataset.

This repository contains the optimized version of [MP-SENet](https://github.com/yxlu-0102/MP-SENet) model.
Number of MACs aka FLOPS was used for computational complexity measurement. PESQ score was used as a quality metric.

## Optimization results  

We use MACs as a latency measure because this metric is device-agnostic and implementation independent.  
There is also a possibility to optimize a model by target device latency using ENOT neural architecture selection algorithm.  
Please, keep in mind that acceleration by device latency differs from acceleration by MACs.

| **Model**      | **MACs** | **acceleration** | PESQ score |
|----------------|:--------:|:----------------:|:----------:|
| baseline       | 302.39 B |       1.0        |   3.381    |
| ENOT optimized | 120.95 B |       2.5        |   3.386    |



If you want to book a demo, please contact us: enot@enot.ai .