Michiel Bacchiani
14 papers · 2003–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π Academic Marathon Β· Ultra π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π₯
Mega-Team Β· Squad
π§
Keyword Pioneer
π
Conference Pioneer
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
automatic speech recognition
(5)
acoustic model
(5)
acoustic modeling
(4)
speech recognition
(3)
neural network
(3)
feature extraction
(2)
speech enhancement
(2)
speech restoration
(2)
deep neural network
(2)
low-rank representation
(1)
neural network model
(1)
signal-to-noise ratio
(1)
model architecture
(1)
end-to-end training
(1)
speech synthesis
(1)
denoising diffusion
(1)
computational complexity
(1)
recurrent neural network
(1)
low-resource language
(1)
data augmentation
(1)
Papers
FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks
Interspeech 2024
LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus
Interspeech 2023
SNRi Target Training for Joint Speech Enhancement and Recognition
Interspeech 2022
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping
Interspeech 2022
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition
Interspeech 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models
Interspeech 2018
Acoustic Modeling for Google Home
Interspeech 2017
End-to-End Training of Acoustic Models for Large Vocabulary Continuous Speech Recognition with TensorFlow
Interspeech 2017
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home
Interspeech 2017
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling
Interspeech 2016
Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition
Interspeech 2016
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction
Interspeech 2016
Language Model Adaptation with MAP Estimation and the Perceptron Algorithm
NAACL 2004
Supervised and unsupervised PCFG adaptation to novel domains
NAACL 2003