---
# System prepended metadata

title: Inhaler資源整理
tags: [Inhaler]

---

# Paper

0. Advances in Audio-Based Systems to Monitor Patient Adherence and Inhaler Drug Delivery : [pdf link](https://drive.google.com/file/d/1Eizrjgn1NsFOkSjKO2MrLMtbeKh5QMsh/view?usp=drive_link) | [Original Link](https://pubmed.ncbi.nlm.nih.gov/28887061/)
> P.714整理出大家怎麼做的


1. Kikidis D, Votis K, Tzovaras D. Utilizing convolution neural
networks for the acoustic detection of inhaler actuations. Paper
presented at: 2015 IEEE E-Health and Bioengineering Conference
(EHB); November 19-21, 2015; Iasi, Romania. | [link](https://ieeexplore.ieee.org/document/7391477)



2. Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification | [link](https://www.mdpi.com/1424-8220/20/8/2363) | [Github link](https://github.com/vntalianis/Deep-sparse-coding-for-real-time-sensing-of-medication-adherence)

3. Objective Assessment of Patient Inhaler User Technique Using an Audio-Based Classification Approach | [link](https://www.nature.com/articles/s41598-018-20523-w)

# Video 

1. Mel Frequency Cepstral Coefficients (MFCC) Explained (Youtube) | [link](https://youtu.be/SJo7vPgRlBQ)

2. Audio Signal Processing for Machine Learning (PlayList) | [link](https://www.youtube.com/playlist?list=PL-wATfeyAMNqIee7cH3q1bh4QJFAaeNv0)

# Website

1. 【安信可ESP32语音开发板专题①】ESP32-A1S音频开发板之离线语音识别控制LED灯 | [link](https://blog.csdn.net/Boantong_/article/details/104457259?ops_request_misc=%257B%2522request%255Fid%2522%253A%2522168975119016800226591181%2522%252C%2522scm%2522%253A%252220140713.130102334..%2522%257D&request_id=168975119016800226591181&biz_id=0&utm_medium=distribute.pc_search_result.none-task-blog-2~all~sobaiduend~default-1-104457259-null-null.142^v89^control_2,239^v2^insert_chatgpt&utm_term=esp32%E7%A6%BB%E7%BA%BF%E8%AF%AD%E9%9F%B3%E8%AF%86%E5%88%AB)

2. espressif/esp-adf | [Github](https://github.com/espressif/esp-adf) 

3. Espressif ESP-SR | [link](https://docs.espressif.com/projects/esp-sr/en/latest/esp32/getting_started/readme.html)

4. TinyML + ESP32 keyword识别例子总结 | [link](https://zhuanlan.zhihu.com/p/349957643)

5. CNN Tutorial Website | [link](https://poloclub.github.io/cnn-explainer/)

6. Hand Gesture Recognition on ESP32-S3 with ESP-Deep Learning | [link](https://blog.espressif.com/hand-gesture-recognition-on-esp32-s3-with-esp-deep-learning-176d7e13fd37)


## Hardware

1. New I2S MIC | [link](https://hackaday.io/project/162059-street-sense/log/160705-new-i2s-microphone) | [original post](https://www.esp32.com/viewtopic.php?t=4997)

## Github Repo

1. berndporr/iir1 | [link](https://github.com/berndporr/iir1)