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GitHub topics: sound-classification

PaddlePaddle/PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Language: Python - Size: 69.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 11,799 - Forks: 1,903

SAP-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

Language: Jupyter Notebook - Size: 431 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 48 - Forks: 27

rehanmq/EdgeAI-Acoustic-Event-Detection

EdgeAI-powered embedded system using ESP32 and Edge Impulse to detect real-time acoustic events like claps, knocks, and alarms.

Language: C++ - Size: 1.66 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

MatthieuHernandez/StraightforwardNeuralNetwork

A neural network lib in C++20 optimized for CPU. Create, train and use a neural network in less than 10 lines of codes.

Language: C++ - Size: 151 MB - Last synced at: about 1 hour ago - Pushed at: 2 months ago - Stars: 17 - Forks: 2

rednafi/urban-sound-classification

Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)

Language: Jupyter Notebook - Size: 36.9 MB - Last synced at: 21 days ago - Pushed at: about 2 years ago - Stars: 60 - Forks: 15

jovan-stojanovic/Animal-sound-recognition

Deep learning model for animal sound classification.

Language: Python - Size: 5.1 MB - Last synced at: 23 days ago - Pushed at: 12 months ago - Stars: 28 - Forks: 9

Mallow00/env-soundnet

Machine learning project for environmental sound classification.

Language: Jupyter Notebook - Size: 3.86 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

josafatburmeister/BirdSongIdentification

Fully automated machine learning pipeline for bird sound recognition

Language: Jupyter Notebook - Size: 3.77 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 4

Maguids/UrbanSound8K-Classification

This project consists of classifying correctly the sounds of the UrbanSound8K dataset. First Semester of the Third Year of the Bachelor's Degree in Artificial Intelligence and Data Science.

Language: Jupyter Notebook - Size: 4.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

EstevesX10/ML2-Urban-Sound-Classification

Urban Sound Classification [Machine Learning II Course Project]

Language: Jupyter Notebook - Size: 537 MB - Last synced at: 20 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

nhannt201/VoiceNET.Library ๐Ÿ“ฆ

.NET library to easily create Voice Command Control feature.

Language: C# - Size: 12.5 MB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 40 - Forks: 9

surya8980/BioAcoustics-Plant-Sounds-Classification

The BioAcoustics-Plant-Sounds project focuses on the innovative use of bioacoustics to classify and analyze sounds produced by plants.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jplumail/SoundNet

Work around sound classification using SoundNet

Language: Jupyter Notebook - Size: 59.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

luuil/Tensorflow-Audio-Classification

Audio classification with VGGish as feature extractor in TensorFlow

Language: Python - Size: 7.46 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 127 - Forks: 29

adityahbapat/Respiratory-Disorder-Classification-Based-on-Lung-Auscultation-Sounds

Respiratory Disorder Classification Based on Lung Auscultation sounds

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 2

anujdutt9/iOS-Audio-Classification

Audio Classification on iOS using SoundAnalysis API.

Language: Jupyter Notebook - Size: 35 MB - Last synced at: 15 days ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 3

Jarvis1000x/Sound_Classifier

A Neural Network architecture for classifying sounds using Convolutional Neural Network

Language: Python - Size: 554 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

arpan132002/Speech-Emotion-Recognition-Sound-Classification-LSTM

The Speech Emotion Recognition and Sound Classification project aims to classify emotions from speech signals and categorize various sounds into predefined classes.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: 28 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

GianlucaPaolocci/Sound-classification-on-Raspberry-Pi-with-Tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

Language: Python - Size: 385 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 94 - Forks: 30

mashrin/UrbanSound-Spectrogram

Spectrogram for UrbanSound8K audio dataset

Size: 33 GB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 1

mashrin/UrbanSound-Waveplot

Waveplot for UrbanSound8K audio dataset

Size: 7.26 GB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 2

RHarish1/Sound-Classification

Sound Classification Using CNN

Language: Jupyter Notebook - Size: 167 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Vio-Chung/Rap-Speech-Classification

My music tech thesis prototype as well as recent class project

Language: Jupyter Notebook - Size: 136 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

zhermin/TIL2021

TIL was a team-based Machine Learning hackathon hosted during DSTA's BRAINHACK event on Computer Vision and Sound Classification.

Language: Jupyter Notebook - Size: 12 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

jetjodh/urban_sound

Classification of sound dataset

Language: Jupyter Notebook - Size: 71.3 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

abikaki/DCASE-Workshop-Papers

Workshop on Detection and Classification of Acoustic Scenes and Events

Size: 5.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

nnarenraju/sound-classification

Classification of Sounds Using Convolutional Neural Networks

Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 4

JANBOUBI-ABDERRAHIM/Desktop-Application-of-Vehicle-Sound-Classification

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

wuqiangch/icassp2019-tutorial Fork of toni-heittola/icassp2019-tutorial

ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples

Size: 3.81 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

omarmhaimdat/SoundClassifier

Building a Sound Classification iOS Application using AI

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 2

hei9gag/Urban-Sound-Classification

Build a Urban sound classification using CNN.

Language: Python - Size: 30.4 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

JINi0S/MC3_Team18_Ewook-IDLE Fork of DeveloperAcademy-POSTECH/MC3_Team18_Ewook-IDLE

[ โœจ ์ถœ์‹œ์™„๋ฃŒ โœจ ] ๋ฐœ์„ฑ ๋ฐ ๋…ธ๋ž˜์‹ค๋ ฅ ํ–ฅ์ƒ์„ ์œ„ํ•ด ๋ˆ„๊ตฌ๋‚˜ ์‰ฝ๊ณ  ์žฌ๋ฏธ์žˆ๊ฒŒ ์ฐธ์—ฌํ•  ์ˆ˜ ์žˆ๋Š” iOS ๊ฒŒ์ž„ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜

Language: Swift - Size: 92.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Nia3324/ML_SoundCassification_2324

Group project to classify audio samples with Deep ML models for the Curricular Unit Machine Learning 2 on FCUP @ Porto, Portugal

Language: Jupyter Notebook - Size: 4.18 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

arema-arega/inter-art

INTER ART - AUDIO Analyser - CodeOp - First Student APP

Language: JavaScript - Size: 12.3 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Keshav25-2002/Speech-Emotion-Recognition-Sound-Classification

There are a set of 200 target words were spoken in the carrier phrase "Say the word _' by two actresses (aged 26 and 64 years) and recordings were made of the set portraying each of seven emotions (anger, disgust, fear, happiness, pleasant surprise, sadness, and neutral). There are 2800 data points (audio files) in total. The dataset is organised such that each of the two female actor and their emotions are contain within its own folder. And within that, all 200 target words audio file can be found. The format of the audio file is a WAV format

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

mariostrbac/environmental-sound-classification

Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 40 - Forks: 15

yas-sim/openvino-sound-classification-demo-rt

Real-time version of sound_classification_demo in OpenVINO toolkit. Captures audio from microphone, do classification, and display result on the screen with illustration.

Language: Python - Size: 1.42 MB - Last synced at: about 13 hours ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0

vicky60629/Urban-Sound-Classification

Urban Sound Classification

Language: Jupyter Notebook - Size: 783 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

HarishValliappan/Gun-classification-using-gunshot

Multiclass Gun classification using gunshot audio data using YAMNet Transfer learning approach with help of keras layers

Language: Jupyter Notebook - Size: 77.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

CrispenGari/HBSC

๐Ÿฉบโ™ฅ Heart Beat Sound Classification (HBSC) is a GraphQL API for classifying heart beats sounds in real time.

Language: Python - Size: 2.25 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

mwritescode/RespireNet

TensorFlow implementation of Microsoft's RespireNet, aiming to classify breathing/coughing sounds of people affected by COVID19 using the Coswara dataset.

Language: Python - Size: 203 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

sh3r4zhassan/Sound-Prediction-and-Cancellation-Model

This Model analyzes and predicts the input sound and then using pretrained ANC systems cancels the input sound.

Language: Jupyter Notebook - Size: 409 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

Choi-syoon/CNN-Classification

Language: Jupyter Notebook - Size: 129 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

pritamqu/CrissCross

Official project page of CrissCross - AAAI 2023 (Oral)

Language: Python - Size: 19 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 1

JANBOUBI-ABDERRAHIM/Vehicle-Sound-Classification-Notebook

Language: Jupyter Notebook - Size: 7.23 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JANBOUBI-ABDERRAHIM/Vehicle-Sound-Classification-Desktop-Interface

Language: PureBasic - Size: 13.2 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Insiro/noise_collect_classificator-server

Language: Python - Size: 20.5 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Superklez/EnvironNet

Causal depthwise separable CNN with subspectral normalization for environmental sound classification.

Language: Python - Size: 23.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

kownse/freesound

top 4% solution for Freesound General-purpose Audio tagging Challenge

Language: Python - Size: 68.4 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

fz16336/Applied-Deep-Learning

Replicating published research on sound classification using two-streamed CNN. a personal repository for the University of Bristol Applied Deep Learning unit (COMSM0018) project.

Language: Python - Size: 61.3 MB - Last synced at: 14 days ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2

OmarMedhat22/Sound-Classification-Wavelet-Transform

Language: Jupyter Notebook - Size: 67.4 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 0

AmritK10/Urban-Sound-Classification

Sound Classification using Neural Networks

Language: Jupyter Notebook - Size: 788 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 13

MattiaBrocco/ENV50-Sound-classification

Language: Jupyter Notebook - Size: 7.68 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

OmarMedhat22/sound-classification-Combined-Features

Language: Jupyter Notebook - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

OmarMedhat22/Sound-Classification-Mel-Spectrogram

Language: Jupyter Notebook - Size: 163 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 6

mohaimenz/pruning-vs-xnor

Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"

Language: Python - Size: 7.52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2

kayua/API-Aedes-Detector

Version 3.0

Language: Python - Size: 1.02 GB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

OmarMedhat22/Sound-Classification-Short-Time-Fourier-Transform-STFT

Language: Jupyter Notebook - Size: 117 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 1

manashpratim/Urban-Sound-Classification

Classifying Sounds

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 3

YamamotoDesu/SoundClassificationApp

Language: Swift - Size: 4.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

asfhiolNick/NTU_DSP_201901

้™ณ็ฅๅตฉ่€ๅธซ็š„"ๆ•ธไฝ่จŠ่™Ÿ่™•็†ๅฐŽ่ซ–"ๆœŸๆœซๅฐˆ้กŒ(DSP)

Language: Jupyter Notebook - Size: 450 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

kkonstantin182/urban-sound-classification-project

Language: Jupyter Notebook - Size: 5.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

abhishk12/Urban-Sound-Classification-using-CNN

Classification of urban sounds such as air conditioner, jackhammer, drilling, siren, street music, engine idling and children playing by using Mel-frequency Cepstral Coefficients (MFCCs) as audio feature and CNN algorithm.

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

Cbhihe/classify_sound_mobile

Deep NN transfer learning applied to classify sound on the fly from your mobile phone.

Language: JavaScript - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

KemalAkin/urban-sound-classification

CNN model for sound classification

Language: Jupyter Notebook - Size: 663 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

manuel-dileo/urban-sound-classification

Sw project for the course of Statistical Methods for Machine Learning, Master Degree in Computer Science at Unimi, a.y 20/21

Language: Jupyter Notebook - Size: 944 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ivclab/Sound20

Sound Classification Dataset

Language: Python - Size: 2.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 2

gtatiya/Deep-Multi-Sensory-Object-Categorization

Deep Multi-Sensory Object Category Recognition Using Interactive Behavioral Exploration

Language: Jupyter Notebook - Size: 2.65 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 8

akon1te/Whale-detection

HSE research work on detecting whale sounds on ocean recordings and comparing the results of different algorithms

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

BakingBrains/Sound_Classification

Sound classification on Urban Sound Dataset

Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

satyaborg/cornell-birdcall-identification

Kaggle competition on birdcall classification.

Language: Python - Size: 95.8 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

AmritK10/Urban-Sound-Classification-Webapp

Web app for urban sound classification

Language: EJS - Size: 37.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 2

ProjectInTheClass/SleepWithAI

iOS alarm app w/ personal data powered by Core ML - Sound Classification

Language: Swift - Size: 201 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

erayon/Classification-of-Environmental-Sound-using-Deep-Learning

Classification of Environment Sound using CNN and ImageDataGenerator

Language: Jupyter Notebook - Size: 640 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 7

OmarMedhat22/Sound-Classification-Fourier-Transform-

Language: Jupyter Notebook - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

grudloff/Salamon2017Replication

Replication of the Paper Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification by Salomon & Bello

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

predandrada/sound-classification-gabor

My Digital Signal Processing homework.

Language: MATLAB - Size: 240 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

OmarMedhat22/-Sound-Classification-MFCC

Language: Jupyter Notebook - Size: 87.9 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

cabustillo13/Free-Fire-boosting-with-p5.js

Procesamiento de imรกgenes de los personajes y procesamiento de sonidos para los tipos de armas del juego Free Fire, con el fin de clasificarlos.

Language: JavaScript - Size: 5.26 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

phoenix-1-2/Urban-Sound-Classification

This is a machine learning/neural network model that can classify the type of sound (10 classes) using the Mel Scale and Spectrogram.

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

bharatc9530/Sound-Classification

Using Mel-frequency cepstral coefficients (MFCCs) for feature extraction and deep learning model for prediction

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

dhamvi01/Music-Genre-Classification-with-Python

Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

Related Keywords
sound-classification 82 deep-learning 29 machine-learning 23 cnn 17 tensorflow 14 librosa 12 keras 11 urban-sound-classification 10 python 9 pytorch 9 audio-classification 8 convolutional-neural-networks 7 urban-sound-8k 6 sound-classification-spectrograms 6 sound-processing 5 audio 5 neural-network 5 classification 5 python3 5 audio-processing 5 dataset 4 sound 4 spectrogram 4 image-classification 4 cnn-classification 4 rnn 4 lstm-neural-networks 4 deep-neural-networks 3 neural-networks 3 sound-recognition 3 urban-sound 3 vehicle-classification 3 feature-extraction 3 computer-vision 3 cnn-multilabel-classification 3 mfcc 3 sound-dataset 2 yamnet 2 mel-spectrogram 2 numpy 2 cnn-model 2 scipy 2 keras-tensorflow 2 keras-neural-networks 2 cnn-keras 2 vggish 2 audioset 2 self-supervised-learning 2 swift 2 speech-recognition 2 ios 2 esc-50 2 artificial-intelligence 2 ai 2 data-augmentation 2 voice-recognition 2 desktop-app 2 audio-analysis 2 multilayer-perceptron-network 2 dcase 2 torchaudio 2 digital-signal-processing 2 active-noise-cancelling 1 resnet 1 torch 1 activenoisecancellation 1 covid-19 1 uvicorn 1 jupyter-notebook 1 audio-player 1 audio-visualizer 1 chords 1 first-project 1 music-player 1 cross-validation 1 environmental-sounds 1 spectrograms 1 urbansound8k 1 deep-learning-demo 1 demo 1 intel 1 openvino 1 real-time 1 urban 1 deep-learning-algorithms 1 gun-detection 1 guns 1 gunshot 1 keras-layer 1 multiclass-classification 1 tensorflow-lite 1 yamnet-tw 1 ariadne 1 graphql 1 simulation 1 mfcc-features 1 javascript 1 mobile-app 1 transfer-learning 1 lenet 1