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demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

denoiser

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.

denoising_student

detecting-socialengineering-attacks

Detecting ☎️ Telephone-based Social Engineering Attacks Using Document 📑 Vectorization (Doc2Vec, Universal Vector Encoder), Clustering (K-means, DBSCAN, EM) and Classification of Scam Signatures

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detectron2_tensorflow

dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

dialogre

Dialogue-Based Relation Extraction

dialogue-state-tracking

Final Project of Applied Deep Learning (ADL Lectured by Yun-Nung Chen at NTU)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

diffusevae

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

diffusion_vae

dl-colab-notebooks

Try out deep learning models online on Google Colab

dlhlp-2020spring

Deep Learning for Human Language Processing in NTU 2020 Spring

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

docs

TensorFlow documentation

document-similarity

Context-based similar documents with gensim and scikit-learn

dogfight-sandbox-hg2

Air to air combat sandbox, created in Python 3 using the HARFANG 3D 2 framework.

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

drcd

A 30000+ Chinese MRC dataset - Delta Reading Comprehension Dataset

dream

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

dressing-in-order

Official code of "Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing."

drqa

Reading Wikipedia to Answer Open-Domain Questions

dspcourse

Introduction to Digital SIgnal Processing and pd

dstc11-simmc2.1-scut-bds-lab

The code and model parameter files for DSTC-11 simmc2.1 from scut-bds-lab

dstc11-track5

DSTC11 Track 5 - Task-oriented Conversational Modeling with Subjective Knowledge

dstc8-schema-guided-dialogue

The Schema-Guided Dialogue Dataset

dualnet

dureader

Baseline Systems of DuReader Dataset