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ai-natural-language-processing-lab's Projects

deep-learning-nlp icon deep-learning-nlp

:satellite: Organized Resources for Deep Learning in Natural Language Processing

deep-nlp icon deep-nlp

Natural Language Processing with Deep Learning

deep-q-learning icon deep-q-learning

Tensorflow implementation of Deepminds dqn with double dueling networks

deeppavlov icon deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

denoiser-real-time-speech-enhancement icon denoiser-real-time-speech-enhancement

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

dialogflow-python-client-v2 icon dialogflow-python-client-v2

Python client for Dialogflow: Design and integrate a conversational user interface into your applications and devices.

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