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archiconda3-for-arm64-jetson-tx1-tx2

Create light-weight conda environment for ARM64 devices

asr-fine-tuning-for-low-resource-languages

Transfer learning for ASR with subword encoding CTC model (NVIDIA NeMo Citrinet) on low-resource languages

asr-quantization

Post-training quantization on Nvidia Nemo ASR model

conda-jupyter-docker

Create conda environment and launch jupyter notebook in Anaconda docker container

custom-object-detection-pytorch

Custom object detection on a video dataset using PyTorch Faster RCNN

dtw-compare-audio-files

Compute the MFCCs and measure (dis)similarity between two audio files using DTW

eurosat-satellite-cnn-and-resnet

Classifying custom image datasets by creating Convolutional Neural Networks and Residual Networks from scratch with PyTorch

image-caption-generation

InceptionV3-Multi-layer GRU based automatic image captioning with Keras and TensorFlow frameworks

image-captioning

Image captioning with a benchmark of CNN-based encoder and GRU-based inject-type (init-inject, pre-inject, par-inject) and merge decoder architectures

image-classification-inceptionv3

Transfer learning using Inception V3 for custom image classification dataset with TensorFlow and Keras

imeca

Automatic image captioning on Android-based mobile application with CNN and multi-layer GRU encoder-decoder model

jetson-voice

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

kenlm

Determining the probability of a sequence of words in Turkish using the KenLM language model with Python

mms-turkish-tts

Turkish text to speech model that the part of Facebook's Massively Multilingual Speech

ngc-docker

NVIDIA GPU Cloud setup and building NVIDIA Containers for Jetson and JetPack

question-answering-bert

Extractive Question-Answering with BERT on SQuAD v2.0 (Stanford Question Answering Dataset) using NVIDIA PyTorch Lightning

rumeysakeskin

speaker-verification

Verifying the identity of a person from characteristics of the voice independent from language via NVIDIA NeMo models (ECAPA-TDNN, SpeakerNet, TitaNet-L).

speech-datasets-for-asr

Download speech datasets (English and non-English) for Automatic Speech Recognition

textprepr

Package for cleaning and preprocessing text data is supported for all languages (some functions) and English (all fuctions).

turkish-text-to-speech

Speech synthesis (TTS) in low-resource languages by training from scratch with Fastpitch and fine-tuning with HifiGan

turkish-text2speech-dataset

Download Turkish female and male speech datasets from Mozilla Common Voice for speech synthesis (TTS) systems

yolo-darknet-video-and-image-detection-traffic-signs

YOLO Darknet: Traffic sign detection on image and video