Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

GitHub: https://github.com/topics/deep-learning
Wikipedia: https://en.wikipedia.org/wiki/Deep_learning
Aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers,
Last updated: 2026-07-03 00:08:01 UTC
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https://github.com/cvg/scrstudio

[CVPR 2025] A unified framework for Scene Coordinate Regression-based visual localization

3d-reconstruction 3d-vision computer-vision deep-learning pose-estimation scene-coordinate-regression visual-localization

Last synced: 11 Oct 2025

https://github.com/ashishpatel26/tensorflow-advanced-techniques-specialization

Tensorflow Advanced Technique Specialization

computer-vision coursera coursera-assignment cousera-projects cousera-specialization deep-learning deeplearning-ai image-processing object-detection semantic-segmentation specialization tensorflow-tutorials tensorflow2

Last synced: 23 Oct 2025

https://github.com/Orion-AI-Lab/S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

crop-classification deep-learning segmentation sentinel-2

Last synced: 07 May 2025

https://github.com/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 11 Apr 2025

https://github.com/esemeniuc/openpose-docker

A docker build file for CMU openpose with Python API support

cuda deep-learning deep-neural-networks docker openpose pose-estimation python

Last synced: 10 Feb 2026

https://github.com/blanyal/alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

alpha-zero alphago-zero alphazero connect-four connect4 deep-learning deepmind game machine-learning mcts othello reinforcement-learning resnet reversi self-play tensorflow tic-tac-toe tictactoe

Last synced: 07 Oct 2025

https://github.com/ctu-vras/monoforce

[IROS 2024] [ICML 2024 Workshop Differentiable Almost Everything] MonoForce: Learnable Image-conditioned Physics Engine

deep-learning differentiable-physics mobile-robots physics-informed-learning robot-terrain-interaction traversability-estimation traversability-mapping

Last synced: 19 Feb 2026

https://github.com/rickiepark/do-it-dl

<Do it! 딥러닝 입문> 도서의 주피터 노트북

deep-learning keras machie-learning neural-networks python scikit-learn tensorflow

Last synced: 28 Jul 2025

https://github.com/Silverster98/HUMANISE

Official implementation of the NeurIPS22 paper "HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes"

3d-scene-understanding deep-learning motion-generation

Last synced: 27 Jul 2025

https://github.com/kurianbenoy/indic-subtitler

Open source subtitling platform 💻 for transcribing and translating videos/audios in Indic languages.

asr deep-learning fastapi faster-whisper inference nextjs openai quantization speech-recognition speech-to-text transformers vegam-whisper webapp whisper whisperx

Last synced: 02 Sep 2025

https://github.com/google-research/plur

PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.

deep-learning machine-learning program-synthesis research software-engineering

Last synced: 07 May 2025

https://github.com/nvidia-ai-iot/ros2_torch_trt

ROS 2 packages for PyTorch and TensorRT for real-time classification and object detection on Jetson Platforms

ai-iot classification-model deep-learning jetson object-detection pytorch real-time resnet-18 robotics ros2 ssd-mobilenet tensorrt

Last synced: 28 Jun 2025

https://github.com/warner-benjamin/optimi

Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers

deep-learning optimizers pytorch

Last synced: 27 Dec 2025

https://github.com/lucidrains/g-mlp-gpt

GPT, but made only out of MLPs

artificial-intelligence deep-learning multilayer-perceptron

Last synced: 14 Apr 2025

https://github.com/NVlabs/neural_rx

Real-Time Inference of 5G NR Multi-user MIMO Neural Receivers

5g-nr deep-learning mimo receiver

Last synced: 28 Feb 2026

https://github.com/xun-xh/yolov5-onnx-pyqt-exe

yolo模型使用cv2推理并使用qt5添加GUI后打包部署。pt模型转onnx模型；opencv.dnn完成推理；pyqt实现可视界面；打包为exe方便移植

deep-learning gui machine-learning nuitka onnx pyqt yolov5

Last synced: 21 Apr 2025

https://github.com/kuanghuei/clean-net

Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise" (CVPR 2018)

computer-vision deep-learning label-noise large-scale-learning tensorflow transfer-learning

Last synced: 01 Mar 2026

https://github.com/maxim5/hyper-engine

Python library for Bayesian hyper-parameters optimization

bayesian-optimization big-data convolutional-neural-networks data-science deep-learning gaussian-processes hyperparameter-optimization machine-learning model-selection neural-network optimization-algorithms python random-search tensorflow

Last synced: 06 Apr 2025

https://github.com/lancopku/label-embedding-network

Label Embedding Network

cifar10 cifar100 computer-vision deep-learning label-embedding label-representation mnist natural-language-processing

Last synced: 25 Jan 2026

https://github.com/hkchengrex/scribble-to-mask

[CVPR 2021] MiVOS - Scribble to Mask module

computer-vision cvpr2021 deep-learning interactive-segmentation pytorch segmentation

Last synced: 22 Apr 2025

https://github.com/r3gm/insightsolver-colab

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

ai-ops aiops autogpt colab-notebook colorization computer-vision deep-learning llama-2 llama-cpp llm machine-learning object-detection stable-diffusion text-to-speech

Last synced: 12 Oct 2025

https://github.com/mitmul/chainer-handson

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

chainer deep-learning hands-on neural-network

Last synced: 22 Mar 2025

https://github.com/collabnix/pico

Object Detection and Analysis Made easy using Raspberry Pi, Apache Kafka, AWS Rekognition & Docker

apache-kafka aws-rekognition containers deep-learning docker docker-compose docker-swarm

Last synced: 21 Mar 2025

https://github.com/rasbt/pytorch-memory-optim

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.

deep-learning llm memory-optimization pytorch vision vit

Last synced: 21 Aug 2025

https://github.com/ai-decentralized/bloombee

Decentralized LLMs fine-tuning and inference with offloading

deep-learning distributed-systems llama machine-learning pipeline-parallelism pytorch tensor-parallelism

Last synced: 07 Apr 2025

https://github.com/dapurv5/neural_kbqa

Knowledge Base Question Answering using memory networks

deep-learning knowledge-graph-completion machine-learning memory-network natural-language-processing python question-answering tensorflow tensorflow-experiments

Last synced: 02 May 2025

https://github.com/lucidrains/tpdne

Thispersondoesnotexist went down, so this time, while building it back up, I am going to open source all of it.

artificial-intelligence deep-learning generative-adversarial-networks

Last synced: 21 Aug 2025

https://github.com/lddl/gan-go

Generative Adversarial Network in Go via Gorgonia

deep-learning gan generative-adversarial-network gorgonia machine-learning neural-network neural-networks

Last synced: 03 Oct 2025

https://github.com/yottalabsai/bloombee

Decentralized LLMs fine-tuning and inference with offloading

deep-learning distributed-systems llama machine-learning pipeline-parallelism pytorch tensor-parallelism

Last synced: 07 Apr 2025

https://github.com/patrick-kidger/fasterneuraldiffeq

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations numerical-analysis numerical-methods ordinary-differential-equations pytorch

Last synced: 17 Nov 2025

https://github.com/ultralytics/notebooks

Ultralytics Notebooks 🚀

computer-vision datasets deep-learning examples examples-python instance-segmentation llm manufacturing medical-imaging ml notebooks notebooks-jupyter object-detection object-tracking ultralytics yolo yolo11 youtube

Last synced: 18 Jun 2025

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 30 Apr 2025

https://github.com/yangluo7/CAME

The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

deep-learning diffusion-transformer large-language-models memory-efficient optimizer

Last synced: 05 Apr 2025

https://github.com/lucidrains/discrete-key-value-bottleneck-pytorch

Implementation of Discrete Key / Value Bottleneck, in Pytorch

artificial-intelligence deep-learning memory quantization system-2 transfer-learning

Last synced: 20 Aug 2025

https://github.com/lihanghang/deep-learning-and-paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

ai automl book deep-learning meachinelearning papers sentiment-classification speaker-verification speech-recognition speech-to-text

Last synced: 01 Aug 2025

https://github.com/teelinsan/parallel-decoding

Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"

decoding-algorithm deep-learning jacobi-decoding jacobi-iteration natural-language-processing neural-network parallel-decoding transformers

Last synced: 19 Apr 2025

https://github.com/kensk8er/chicksexer

A Python package for gender classification.

data-science deep-learning gender-classification lstm machine-learning natural-language-processing neural-network nlp python recurrent-neural-networks tensorflow

Last synced: 10 Apr 2026

https://github.com/asarigun/awesome-denovo-papers

Awesome De novo drugs design papers

cheminformatics deep-generative-models deep-learning denovo-design diffusion-model drug-design drug-discovery gans gcn generative-model gnns machine-learning neural-networks paper target-based-drug variational-autoencoder

Last synced: 16 Jan 2026

https://github.com/tugraph-family/tugraph-antgraphlearning

Ant Graph Learning (AGL) provides a comprehensive solution for graph learning tasks at an industrial scale.

deep-learning gnn gnn-framework

Last synced: 14 Apr 2025

https://github.com/piotrkawa/deepfake-whisper-features

Implementation of the paper "Improved DeepFake Detection Using Whisper Features"

audio-deepfake-detection deep-learning deepfake-detection paper-implementations whisper

Last synced: 11 Mar 2025

https://github.com/jackaduma/nlp4cybersecurity

NLP model and tech for cyber security tasks

code-injection command-injection cross-site-scripting cross-site-scripting-proof cyber-security cybersecurity deep-learning machine-learning malicious-url-detection network-security nlp nlp-deep-learning nlp-machine-learning password-strength phishing-attacks phishing-detection sql-injection text-classification xss-injection

Last synced: 24 Oct 2025

https://github.com/lucidrains/gateloop-transformer

Implementation of GateLoop Transformer in Pytorch and Jax

artificial-intelligence deep-learning sequence-modeling

Last synced: 13 Apr 2025

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 08 May 2025

https://github.com/natowi/deep-learning-applications-with-gui

List of FOSS Deep Learning Applications with GUI and/or CLI

ai ai-tools cnn colorization deep-learning foss-deep-learning gan generative-adversarial-network gtp gui gui-application list llm stable-diffusion ui upscaling

Last synced: 30 Apr 2025

https://github.com/sakemin/cog-musicgen-remixer

Music remixer based on MusicGen-Chord

deep-learning deep-neural-networks music-generation music-generation-deep-learning remix

Last synced: 08 Jul 2025

https://github.com/huixxi/tensorflow2.0-for-deep-reinforcement-learning

TensorFlow 2.0 for Deep Reinforcement Learning. :octopus:

deep-learning deep-reinforcement-learning reinforcement-learning tensorflow

Last synced: 13 Apr 2025

https://github.com/XanaduAI/GradDFT

GradDFT is a JAX-based library enabling the differentiable design and experimentation of exchange-correlation functionals using machine learning techniques.

deep-learning density-functional-theory differentiable-computing flax jax pyscf python quantum-chemistry scientific-computing

Last synced: 04 May 2025

https://github.com/sar-gupta/convisualize_nb

Visualisations for Convolutional Neural Networks in Pytorch

cnn convolutional-neural-networks deep-learning neural-network neural-networks python pytorch visualization

Last synced: 26 Jul 2025

https://github.com/adalkiran/distributed-inference

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

cross-language deep-learning distributed distributed-systems go golang machine-learning ml mlops onnx onnxruntime pion python redis redis-streams video-processing video-processing-pipeline webrtc yolo yolox

Last synced: 04 Apr 2026

https://github.com/lucidrains/hourglass-transformer-pytorch

Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI

artificial-intelligence deep-learning transformers

Last synced: 14 Apr 2025

https://github.com/Samuel-Buteau/universal-battery-database

Open source Li-ion data management and modelling software

deep-learning lithium-ion lithium-ion-cells ml tensorflow universal-battery-database

Last synced: 07 May 2025

https://github.com/lucidrains/alphagenome

Implementation of AlphaGenome, Deepmind's updated genomic attention model

artificial-intelligence attention-mechanisms deep-learning genomics splicing transformers

Last synced: 04 Feb 2026

https://github.com/holasoymalva/deepseek-cli

DeepSeek CLI, a command-line AI coding assistant that leverages the powerful DeepSeek Coder models

artificial-intelligence claude claude-ai claude-code cursor cursor-ai deep-learning deep-neural-networks deepseek deepseek-ai deepseek-api deepseek-chat deepseek-coder deepseek-llm gemini-ai gemini-api gemini-cli machine-learning programming

Last synced: 08 Apr 2026

https://github.com/declare-lab/cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

deep-learning lstm reddit sarcasm-detection stylometric-features tensorflow tweets user-embeddings

Last synced: 14 Apr 2025

https://github.com/naity/image_tabular

Integrate image and tabular data for deep learning

deep-learning fastai image-classification pytorch tabular-data

Last synced: 08 May 2025

https://github.com/logankilpatrick/deeplearningwithjulia

The Deep Learning with Julia book, using Flux.jl.

books deep-learning fluxml julia machine-learning

Last synced: 07 Mar 2026

https://github.com/shanjiayao/PTT

Official PyTorch Implementation for "PTT: Point-Track-Transformer Module for 3D Single Object Trackingin Point Clouds"

deep-learning point-cloud sot tracking

Last synced: 20 Mar 2025

https://github.com/coqui-ai/tts-recipes

🐸TTS recipes for different datasets

coqui-ai dataset deep-learning recipe speech text-to-speech tts tts-recipes

Last synced: 06 Oct 2025

https://github.com/francescosaveriozuppichini/linkedingpt

Skynet

chatgpt deep-learning langchain llms machine-learning python

Last synced: 11 Oct 2025

https://github.com/guaishou74851/pcnet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

algorithm-unrolling compressed-sensing compressive-sampling compressive-sensing computational-imaging computer-vision deep-learning deep-neural-networks deep-unfolding image-reconstruction image-restoration python pytorch sampling-matrix single-pixel-imaging structural-reparameterization

Last synced: 10 Apr 2025

https://github.com/dangnh0611/kaggle_rsna_breast_cancer

1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection

binary-classification breast-cancer class-imbalance convnext deep-learning kaggle machine-learning mamography rsna yolo

Last synced: 25 Apr 2025

https://github.com/QY-H00/attention-interpolation-diffusion

[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

deep-learning diffusion image-interpolation pytorch stable-diffusion text-to-image-generation

Last synced: 28 Mar 2025

https://github.com/clegaard/deep_learning_for_dynamical_systems

deep-learning dynamical-systems numerical-simulation ordinary-differential-equations partial-differential-equations physics-informed-neural-networks pytorch scientific-machine-learning

Last synced: 11 Aug 2025

https://github.com/lucidrains/tf-bind-transformer

A repository with exploration into using transformers to predict DNA ↔ transcription factor binding

artificial-intelligence attention-mechanism deep-learning gene-expression transcription-factor-binding transcription-factors transformers

Last synced: 04 Oct 2025

https://github.com/dipanjans/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow

Last synced: 30 Apr 2025

https://github.com/aitorzip/keras-icnet

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

autonomous-driving computer-vision deep-learning fully-convolutional-networks image-processing image-segmentation keras semantic-segmentation tensorflow

Last synced: 07 Apr 2025

https://github.com/evgenii-nikishin/rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

atari atari2600 deep-learning deep-reinforcement-learning deepmind-control-suite dmc drq flax gym jax machine-learning overfitting reinforcement-learning sac soft-actor-critic spr

Last synced: 13 Aug 2025

https://github.com/rexlow/ai-reading-materials

Some of the ML and DL related reading materials, research papers that I've read

artificial-intelligence bots deep-learning face-detection face-recognition fuzzy-logic lstm machine-learning mit neural-network ocr paper prediction python reading-materials recurrent-neural-networks reinforcement-learning

Last synced: 21 Aug 2025

https://github.com/lucidrains/rvq-vae-gpt

My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation

artificial-intelligence deep-learning gpt learned-tokenization text-autoencoder

Last synced: 05 Apr 2025

https://github.com/fastai/fastgpu

A queue service for quickly developing scripts that use all your GPUs efficiently

data-science deep-learning gpus machine-learning python resource-management

Last synced: 18 Jun 2025

https://github.com/reiinakano/invariant-risk-minimization

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

causality deep-learning invariant-risk-minimization machine-learning neural-network

Last synced: 30 Apr 2025

https://github.com/nihui/ncnn-android-benchmark

ncnn android benchmark app

android arm benchmark cpu deep-learning gpu ncnn neural-network vulkan

Last synced: 30 Apr 2025

https://github.com/vitae-transformer/vitae-transformer-scene-text-detection

A comprehensive list [Hi-SAM@TPAMI'24, GoMatching@NeurIPS'24, DeepSolo(++)@ CVPR'23, DPText-DETR@AAAI'23, I3CL@IJCV'22] of our research works related to scene text detection, spotting, etc., including papers, codes.

deep-learning ocr pytorch scene-text-detection scene-text-spotting vision-transformer

Last synced: 09 Apr 2025

https://github.com/div99/xql

Extreme Q-Learning: Max Entropy RL without Entropy

deep-learning energy-based-model gumbel-distribution offline-rl reinforcement-learning

Last synced: 14 Apr 2025

https://github.com/corochann/seranet

Super Resolution of picture images using deep learning

chainer convolutional-neural-networks deep-convolutional-networks deep-learning picture python resolution super-resolution

Last synced: 14 Apr 2025

https://github.com/archinetai/a-unet

A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.

deep-learning machine-learning unet

Last synced: 30 Apr 2025

https://github.com/girishp92/human-activity-recognition-using-recurrent-neural-nets-rnn-lstm-and-tensorflow-on-smartphones

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.

android-application androidstudio deep-learning hidden-units human-activities lstm-neural-networks machine-learning pickle proof-of-concept pycharm-ide python3 rnn-tensorflow scikit-learn smartphone-accelerometer

Last synced: 12 Apr 2025

https://github.com/archsyscall/ConvNets-TensorFlow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning googlenet inception-v3 inception-v4 machine-learning mobilenet mobilenet-v2 resnet shufflenet shufflenet-v2 tensorflow vgg

Last synced: 23 Jul 2025

https://github.com/hypox64/candock

A time series signal analysis and classification framework

classification data-augmentation data-preprocessing deep-learning eeg series-signal-analysis

Last synced: 24 Apr 2025

https://github.com/google-research-datasets/query-wellformedness

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

deep-learning deep-neural-networks information-retrieval nlp nlp-machine-learning search-engine

Last synced: 11 Feb 2026

https://github.com/chainer/onnx-chainer

Add-on package for ONNX format support in Chainer

caffe chainer deep-learning onnx onnx-chainer onnx-format onnx-support

Last synced: 12 Sep 2025

https://github.com/fabioperez/skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

computer-vision data-augmentation deep-learning machine-learning melanoma melanoma-classification pytorch skin-lesion-analysis

Last synced: 06 Apr 2025

https://github.com/natowi/Deep-Learning-Applications-with-GUI

List of FOSS Deep Learning Applications with GUI and/or CLI

ai ai-tools cnn colorization deep-learning foss-deep-learning gan generative-adversarial-network gtp gui gui-application list llm stable-diffusion ui upscaling

Last synced: 07 Apr 2025

https://github.com/rpng/calc2.0

CALC2.0: Combining Appearance, Semantic and Geometric Information for Robust and Efficient Visual Loop Closure

deep-learning slam variational-autoencoder

Last synced: 08 May 2025

https://github.com/superkogito/pydiogment

:mega: Python library for audio augmentation

audio audio-effects audio-processing augmentation deep-learning machine-learning python sound sound-processing

Last synced: 21 Sep 2025

https://github.com/kinwaicheuk/demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

deep-learning machine-learning music-information-retrieval source-separation

Last synced: 19 Apr 2025

https://github.com/m-kortas/Sound-based-bird-species-detection

Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

audio-processing deep-learning machine-learning neural-network python sound spectrogram