Rumeysakeskin

Turkish-Text-to-Speech

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

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).

Image-Caption-Generation

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

EuroSat-Satellite-CNN-and-ResNet

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

IMECA

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

ASR-fine-tuning-for-low-resource-languages

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

Speech-Datasets-for-ASR

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

YOLO-Darknet-Video-and-Image-Detection-Traffic-Signs

YOLO Darknet: Traffic sign detection on image and video

Conda-Jupyter-Docker

Create conda environment and launch jupyter notebook in Anaconda docker container

Question-Answering-BERT

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

Archiconda3-for-ARM64-Jetson-TX1-TX2

Create light-weight conda environment for ARM64 devices

dtw-compare-audio-files

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

Turkish-Text2Speech-Dataset

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

ASR-Quantization

Post-training quantization on Nvidia Nemo ASR model

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

mms-turkish-tts

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

Rumeysakeskin

KenLM

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

Custom-Object-Detection-PyTorch

Custom object detection on a video dataset using PyTorch Faster RCNN

NGC-docker

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

TextPrepR

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

jetson-voice

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