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Janine Rugayan's Projects

aesrc2020 icon aesrc2020

Data preperation scripts, training pipeline and baseline experiment results for the Interspeech 2020 Accented English Speech Recognition Challenge (AESRC).

beamerthementnu icon beamerthementnu

A LaTeX beamer theme for presentations in the NTNU corporate design

ctc-optimizedloss icon ctc-optimizedloss

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

kaldi icon kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

mosnet icon mosnet

Implementation of "MOSNet: Deep Learning based Objective Assessment for Voice Conversion"

norbert icon norbert

Large-scale language models for Norwegian

norec_sentence icon norec_sentence

Aggregated datasets for sentence-level sentiment classification in Norwegian

py-lbg icon py-lbg

Python Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization.

rvad icon rvad

Matlab and Python libraries for an unsupervised method for robust voice activity detection (rVAD), as in the paper rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method.

stanford-ctc icon stanford-ctc

Neural net code for lexicon-free speech recognition with connectionist temporal classification

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vectorquantizedcpc icon vectorquantizedcpc

Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion

vq-apc icon vq-apc

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

zerospeech icon zerospeech

VQ-VAE for Acoustic Unit Discovery and Voice Conversion

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