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Heinrich Dinkel's Projects

cdur icon cdur

Repository for the paper "Towards duration robust weakly supervised sound event detection"

ced icon ced

Source code for Consistent ensemble distillation for audio tagging

dasheng icon dasheng

Source for the Interspeech 2024 Paper "Scaling up masked audio encoder learning for general audio classification"

gpv icon gpv

Repository for our Interspeech2020 general-purpose voice activity detection (GPVAD) paper

hifi-gan icon hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

isr icon isr

Stuff which was done during my time in the speech lab

kaldi-io-for-python icon kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

models icon models

Models and examples built with TensorFlow

plda icon plda

An LDA/PLDA estimator using KALDI in python for speaker verification tasks

pretorched-x icon pretorched-x

Pretrained Image & Video ConvNets for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, etc.

psl icon psl

Source code for ICASSP2022 "Pseudo Strong labels for large scale weakly supervised audio tagging"

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