Projects in Awesome Lists by dbklim

https://github.com/dbklim/rnnoise_wrapper

A simple Python wrapper for audio noise reduction RNNoise. Simplifies work with it, adds new trained models and detailed instructions for training.

audio audio-processing denoise denoiser denoising dsp ml nlp noise noise-algorithms noise-reduction noise-suppression python-wrapper rnn rnnoise rnnoise-training rnnoise-wrapper rtc wav

Last synced: 11 Nov 2024

https://github.com/dbklim/voice_chatbot

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec

Last synced: 11 Nov 2024

https://github.com/dbklim/stressrnn

Modified version of RusStress (https://github.com/MashaPo/russtress) — python package for placing stress in Russian text using RNN (BiLSTM) and the "Grammatical Dictionary" by A. A. Zaliznyak (from http://odict.ru/).

accent bilstm emphasis linguistic linguistics lstm nlp rnn russian russian-accent russian-stress russtress rustress stress

Last synced: 11 Nov 2024

https://github.com/dbklim/russian_subtitles_dataset

Preprocessing of the dataset of 347 subtitles for the TV series (thanks to Taiga Corpus) to build a word2vec model, JamSpell model, neural network training, chat bot training or in any other NLP task.

bot cnn corpus dataset lstm machine-learning ml natural-language-processing nlp nlu rnn russian subtitles text text-analysis text-processing word2vec

Last synced: 11 Nov 2024

https://github.com/dbklim/docker_image_with_cuda10_cudnn7

Dockerfiles and manual for easy build of docker image with CUDA10.X and cuDNN7.6 to run TensorFlow/PyTorch on the nvidia GPU in docker-container.

cuda cudnn docker docker-gpu docker-image docker-nvidia dockerfile gpu gpu-docker nvidia nvidia-docker pytorch pytorch-gpu tensorflow tensorflow-examples tensorflow-gpu tensorflow-gpu-docker torch

Last synced: 10 Oct 2024

https://github.com/dbklim/uk_stemmer

A small modification of the stemmer for the Ukrainian language (https://github.com/Amice13/ukr_stemmer)

natural-language-processing nlp stemmer stemmers stemming stemming-algorithm uk ukr ukrainian ukrainian-morphology

Last synced: 11 Nov 2024

https://github.com/dbklim/webrtcvad_wrapper

A simple Python wrapper to simplify working with WebRTC VAD and its rougher analogue based on RMS and ZCR (useful for processing audio recordings before using them with neural networks).

audio audio-processing dsp forced-alignment python silence-suppression vad vad-detection voice-activity-detection webrtc webrtc-tools webrtc-vad webrtcvad-wrapper

Last synced: 11 Nov 2024

https://github.com/dbklim/simple_speech_synthesizer

A simple speech synthesizer based on phonemes. 4th laboratory work on the discipline EAzIIS (natural language interfaces intelligent systems) of the 7th semester of Department IIT BSUIR.

Last synced: 11 Nov 2024

https://github.com/dbklim/nn_server

Back-end of the project of intelligence system of neural networks at the department of IIT BSUIR. Implemented with using Python3+TensorFlow+Keras.

Last synced: 11 Nov 2024

https://github.com/dbklim/building_tensorflow

Building TensorFlow v1.15 from source (for CPU and GPU, Python 3.7).

build build-automation build-pipelines build-scripts build-tensorflow build-tensorflow-docker build-tools docker docker-image dockerfile gpu nvidia-cuda nvidia-gpu tensorflow tensorflow-gpu tensorflow-gpu-docker

Last synced: 11 Nov 2024

Ecosyste.ms: Awesome