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Shahruk Hossain's Projects

aoc-2023 icon aoc-2023

Trying out Zig for the first time, solving Advent of Code 2023 challenges

brs-img-basic icon brs-img-basic

Assorted files for BRS Workshop on Basic Image Processing with OpenCV

deepspeech icon deepspeech

DeepSpeech is an open source speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

dreambooth-stable-diffusion icon dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion (tweaks focused on training faces)

gdown icon gdown

Download a large file from Google Drive (curl/wget fails because of the security notice).

go-sctk icon go-sctk

Go CLI wrapper around SCTK binaries for word error rate evaluation and error analysis for ASR systems.

kaldi icon kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

kaldi-tflite icon kaldi-tflite

Convert kaldi feature extraction and nnet3 models into Tensorflow Lite models. Currently aimed at converting kaldi's x-vector models and diarization pipelines to tensorflow models.

keras-vis icon keras-vis

Neural network visualization toolkit for keras

nixshells icon nixshells

Frequently used nix shells for Python, CUDA and more.

obs-backgroundremoval icon obs-backgroundremoval

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when screen recording.

paprnet icon paprnet

A Peak to Average Power Ratio (PAPR) Reduction method for OFDM Systems using neural networks using the encoder-decoder approach. [Course project for EEE 6207 Broadband Wireless Communication MSc 2019]

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sklearn-porter icon sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

speech_recognition icon speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

streamingspeakerdiarization icon streamingspeakerdiarization

Official open source implementation of the paper "Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation"

super-res icon super-res

Keras scripts for training DNNs used for super-resolution imaging

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflowtts icon tensorflowtts

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, Korean, Chinese)

tts icon tts

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

wav icon wav

golang .wav reader and writer

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