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dbklim
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Vladislav Klim dbklim

Design bureau Klim. ML Engineer.

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  1. RNNoise_Wrapper RNNoise_Wrapper Public

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

    Python 184 40

  2. Voice_ChatBot Voice_ChatBot Public

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

    Python 60 17

  3. StressRNN StressRNN Public

    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...

    Python 45 13

  4. Russian_subtitles_dataset Russian_subtitles_dataset Public

    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.

    Python 26 1

  5. WebRTCVAD_Wrapper WebRTCVAD_Wrapper Public

    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).

    Python 9 3

  6. docker_image_with_cuda10_cudnn7 docker_image_with_cuda10_cudnn7 Public

    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.

    Roff 21 3