Milos Cernak

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 73

Top Topics

Structured Sparsity

Speech Synthesis

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Lingjun Meng, Jozef Coldenhoff, Paul Kendrick, Tijana Stojkovic, Andrew Harper, Kiril Ratmanski, Milos Cernak
On Real-Time Multi-Stage Speech Enhancement Systems. ICASSP (2024)
Jozef Coldenhoff, Andrew Harper, Paul Kendrick, Tijana Stojkovic, Milos Cernak
Multi-Channel Mosra: Mean Opinion Score and Room Acoustics Estimation Using Simulated Data and A Teacher Model. ICASSP (2024)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
Demo Abstract: In-Ear-Voice - Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. IoTDI (2023)
Robert P. Spang, Karl El Hajal, Sebastian Möller, Milos Cernak
Personalized Task Load Prediction in Speech Communication. CoRR (2023)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. CoRR (2023)
Bohan Wang, Damien Ronssin, Milos Cernak
ALO-VC: Any-to-any Low-latency One-shot Voice Conversion. INTERSPEECH (2023)
Jozef Coldenhoff, Andrew Harper, Paul Kendrick, Tijana Stojkovic, Milos Cernak
Multi-Channel MOSRA: Mean Opinion Score and Room Acoustics Estimation Using Simulated Data and a Teacher Model. CoRR (2023)
Zihan Wu, Neil Scheidwasser-Clow, Karl El Hajal, Milos Cernak
Speaker Embeddings as Individuality Proxy for Voice Stress Detection. CoRR (2023)
Zihan Wu, Neil Scheidwasser-Clow, Karl El Hajal, Milos Cernak
Speaker Embeddings as Individuality Proxy for Voice Stress Detection. INTERSPEECH (2023)
Robert P. Spang, Karl El Hajal, Sebastian Möller, Milos Cernak
Personalized Task Load Prediction in Speech Communication. ICASSP (2023)
Bohan Wang, Damien Ronssin, Milos Cernak
ALO-VC: Any-to-any Low-latency One-shot Voice Conversion. CoRR (2023)
Karl El Hajal, Zihan Wu, Neil Scheidwasser-Clow, Gasser Elbanna, Milos Cernak
Efficient Speech Quality Assessment Using Self-Supervised Framewise Embeddings. ICASSP (2023)
Boris Bergsma, Marta Brzezinska, Oleg V. Yazyev, Milos Cernak
Cluster-based pruning techniques for audio data. CoRR (2023)
Philipp Schilk, Niccolò Polvani, Andrea Ronco, Milos Cernak, Michele Magno
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms. IoTDI (2023)
Alexandru Mocanu, Benjamin Ricaud, Milos Cernak
Fast accuracy estimation of deep learning based multi-class musical source separation. NLDL (2022)
Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load. INTERSPEECH (2022)
Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
SERAB: A Multi-Lingual Benchmark for Speech Emotion Recognition. ICASSP (2022)
Karl El Hajal, Milos Cernak, Pablo Mainar
MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment. INTERSPEECH (2022)
Niccolo' Polvani, Damien Ronssin, Milos Cernak
BC-VAD: A Robust Bone Conduction Voice Activity Detection. CoRR (2022)
Karl El Hajal, Milos Cernak, Pablo Mainar
MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment. CoRR (2022)
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping. CoRR (2022)
Damien Ronssin, Milos Cernak
Application for Real-time Personalized Speaker Extraction. INTERSPEECH (2022)
Boris Bergsma, Minhao Yang, Milos Cernak
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition. INTERSPEECH (2022)
Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load. CoRR (2022)
Karl El Hajal, Zihan Wu, Neil Scheidwasser-Clow, Gasser Elbanna, Milos Cernak
Efficient Speech Quality Assessment using Self-supervised Framewise Embeddings. CoRR (2022)
Damien Ronssin, Milos Cernak
AC-VC: Non-parallel Low Latency Phonetic Posteriorgrams Based Voice Conversion. CoRR (2021)
Natalia Nessler, Milos Cernak, Paolo Prandoni, Pablo Mainar
Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling. Interspeech (2021)
Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Milos Cernak
SERAB: A multi-lingual benchmark for speech emotion recognition. CoRR (2021)
Pierre Beckmann, Mikolaj Kegler, Milos Cernak
Word-Level Embeddings for Cross-Task Transfer Learning in Speech Processing. EUSIPCO (2021)
Boris Bergsma, Minhao Yang, Milos Cernak
Power efficient analog features for audio recognition. CoRR (2021)
Paula Sánchez López, Paul Callens, Milos Cernak
A Universal Deep Room Acoustics Estimator. WASPAA (2021)
Paula Sánchez López, Paul Callens, Milos Cernak
A Universal Deep Room Acoustics Estimator. CoRR (2021)
Damien Ronssin, Milos Cernak
AC-VC: Non-Parallel Low Latency Phonetic Posteriorgrams Based Voice Conversion. ASRU (2021)
Gasser Elbanna, Neil Scheidwasser-Clow, Mikolaj Kegler, Pierre Beckmann, Karl El Hajal, Milos Cernak
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping. HEAR@NeurIPS (2021)
Flavio Martinelli, Giorgia Dellaferrera, Pablo Mainar, Milos Cernak
Spiking Neural Networks Trained With Backpropagation for Low Power Neuromorphic Implementation of Voice Activity Detection. ICASSP (2020)
Oriol Barbany Mayor, Milos Cernak
FastVC: Fast Voice Conversion with non-parallel data. CoRR (2020)
Paul Callens, Milos Cernak
Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks. CoRR (2020)
Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Deep Speech Inpainting of Time-Frequency Masks. INTERSPEECH (2020)
Giorgia Dellaferrera, Flavio Martinelli, Milos Cernak
A Bin Encoding Training of a Spiking Neural Network Based Voice Activity Detection. ICASSP (2020)
Alexandru Mocanu, Benjamin Ricaud, Milos Cernak
Fast accuracy estimation of deep learning based multi-class musical source separation. CoRR (2020)
Thibault Viglino, Petr Motlícek, Milos Cernak
End-to-End Accented Speech Recognition. INTERSPEECH (2019)
Berkay Inan, Milos Cernak, Helmut Grabner, Helena Peic Tukuljac, Rodrigo C. G. Pena, Benjamin Ricaud
Evaluating Audiovisual Source Separation in the Context of Video Conferencing. INTERSPEECH (2019)
Tomas Arias-Vergara, Juan Rafael Orozco-Arroyave, Milos Cernak, Sandra Gollwitzer, Maria Schuster, Elmar Nöth
Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users. INTERSPEECH (2019)
Mikolaj Kegler, Pierre Beckmann, Milos Cernak
Deep speech inpainting of time-frequency masks. CoRR (2019)
Niccolò Sacchi, Alexandre Nanchen, Martin Jaggi, Milos Cernak
Open-Vocabulary Keyword Spotting with Audio and Text Embeddings. INTERSPEECH (2019)
Flavio Martinelli, Giorgia Dellaferrera, Pablo Mainar, Milos Cernak
Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection. CoRR (2019)
Pierre Beckmann, Mikolaj Kegler, Hugues Saltini, Milos Cernak
Speech-VGG: A deep feature extractor for speech processing. CoRR (2019)
Giorgia Dellaferrera, Flavio Martinelli, Milos Cernak
A Bin Encoding Training of a Spiking Neural Network-based Voice Activity Detection. CoRR (2019)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth
NeuroSpeech: An open-source software for Parkinson's speech analysis. Digit. Signal Process. 77 (2018)
Milos Cernak, Afsaneh Asaei, Alexandre Hyafil
Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression. IEEE Signal Process. Mag. 35 (3) (2018)
Juan Camilo Vásquez-Correa, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Milos Cernak, Elmar Nöth
Phonological Posteriors and GRU Recurrent Units to Assess Speech Impairments of Patients with Parkinson's Disease. TSD (2018)
Nicanor García-Ospina, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Milos Cernak, Elmar Nöth
Phonological i-Vectors to Detect Parkinson's Disease. TSD (2018)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth
NeuroSpeech. SoftwareX 8 (2018)
Milos Cernak, Sibo Tong
Nasal Speech Sounds Detection Using Connectionist Temporal Classification. ICASSP (2018)
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Raman Arora, Elmar Nöth, Najim Dehak, Heidi Christensen, Frank Rudzicz, Tobias Bocklet, Milos Cernak, Hamid R. Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Maria Yancheva, Alyssa Vann, Nikolai Vogler
Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease. ICASSP (2017)
Milos Cernak, Juan Rafael Orozco-Arroyave, Frank Rudzicz, Heidi Christensen, Juan Camilo Vásquez-Correa, Elmar Nöth
Characterisation of voice quality of Parkinson's disease using differential phonological posterior features. Comput. Speech Lang. 46 (2017)
Milos Cernak, Alain Komaty, Amir Mohammadi, André Anjos, Sébastien Marcel
Bob Speaks Kaldi. INTERSPEECH (2017)
Milos Cernak, Stefan Benus, Alexandros Lazaridis
Speech vocoding for laboratory phonology. Comput. Speech Lang. 42 (2017)
Afsaneh Asaei, Milos Cernak, Hervé Bourlard
Perceptual Information Loss due to Impaired Speech Production. IEEE ACM Trans. Audio Speech Lang. Process. 25 (12) (2017)
Milos Cernak, Elmar Nöth, Frank Rudzicz, Heidi Christensen, Juan Rafael Orozco-Arroyave, Raman Arora, Tobias Bocklet, Hamidreza Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Juan Camilo Vásquez-Correa, Maria Yancheva, Alyssa Vann, Nikolai Vogler
On the impact of non-modal phonation on phonological features. ICASSP (2017)
Tamás Gábor Csapó, Géza Németh, Milos Cernak, Philip N. Garner
Modeling unvoiced sounds in statistical parametric speech synthesis with a continuous vocoder. EUSIPCO (2016)
Ramya Rasipuram, Milos Cernak, Mathew Magimai-Doss
HMM-Based Non-Native Accent Assessment Using Posterior Features. INTERSPEECH (2016)
Alexandros Lazaridis, Milos Cernak, Pierre-Edouard Honnet, Philip N. Garner
Investigating Spectral Amplitude Modulation Phase Hierarchy Features in Speech Synthesis. SSW (2016)
Milos Cernak, Afsaneh Asaei, Pierre-Edouard Honnet, Philip N. Garner, Hervé Bourlard
Sound Pattern Matching for Automatic Prosodic Event Detection. INTERSPEECH (2016)
Milos Cernak, Alexandros Lazaridis, Afsaneh Asaei, Philip N. Garner
Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding. CoRR (2016)
Afsaneh Asaei, Gil Luyet, Milos Cernak, Hervé Bourlard
Phonetic and Phonological Posterior Search Space Hashing Exploiting Class-Specific Sparsity Structures. INTERSPEECH (2016)
Milos Cernak, Stefan Benus, Alexandros Lazaridis
Speech vocoding for laboratory phonology. CoRR (2016)
Milos Cernak, Alexandros Lazaridis, Afsaneh Asaei, Philip N. Garner
Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Alexandros Lazaridis, Milos Cernak, Philip N. Garner
Probabilistic Amplitude Demodulation Features in Speech Synthesis for Improving Prosody. INTERSPEECH (2016)
Milos Cernak, Philip N. Garner
PhonVoc: A Phonetic and Phonological Vocoding Toolkit. INTERSPEECH (2016)
Milos Cernak, Afsaneh Asaei, Hervé Bourlard
On Structured Sparsity of Phonological Posteriors for Linguistic Parsing. CoRR (2016)
Sucheta Ghosh, Milos Cernak, Sarbani Palit, B. B. Chaudhuri
An Analysis of Rhythmic Staccato-Vocalization Based on Frequency Demodulation for Laughter Detection in Conversational Meetings. CoRR (2016)
Milos Cernak, Afsaneh Asaei, Hervé Bourlard
On structured sparsity of phonological posteriors for linguistic parsing. Speech Commun. 84 (2016)
Afsaneh Asaei, Milos Cernak, Hervé Bourlard
On compressibility of neural network phonological features for low bit rate speech coding. INTERSPEECH (2015)
Milos Cernak, Pierre-Edouard Honnet
An empirical model of emphatic word detection. INTERSPEECH (2015)
Milos Cernak, Blaise Potard, Philip N. Garner
Phonological vocoding using artificial neural networks. ICASSP (2015)
Tamás Gábor Csapó, Géza Németh, Milos Cernak
Residual-Based Excitation with Continuous F0 Modeling in HMM-Based Speech Synthesis. SLSP (2015)
Ramya Rasipuram, Milos Cernak, Alexandre Nanchen, Mathew Magimai-Doss
Automatic accentedness evaluation of non-native speech using phonetic and sub-phonetic posterior probabilities. INTERSPEECH (2015)
Alexandre Hyafil, Milos Cernak
Neuromorphic based oscillatory device for incremental syllable boundary detection. INTERSPEECH (2015)
Milos Cernak, Philip N. Garner, Alexandros Lazaridis, Petr Motlícek, Xingyu Na
Incremental Syllable-Context Phonetic Vocoding. IEEE ACM Trans. Audio Speech Lang. Process. 23 (6) (2015)
Petr Motlícek, David Imseng, Milos Cernak, Namhoon Kim
Development of bilingual ASR system for MediaParl corpus. INTERSPEECH (2014)
Milos Cernak, Alexandros Lazaridis, Philip N. Garner, Petr Motlícek
Stress and accent transmission in HMM-based syllable-context very low bit rate speech coding. INTERSPEECH (2014)
Philip N. Garner, Milos Cernak, Petr Motlícek
A Simple Continuous Pitch Estimation Algorithm. IEEE Signal Process. Lett. 20 (1) (2013)
Milos Cernak, Petr Motlícek, Philip N. Garner
On the (UN)importance of the contextual factors in HMM-based speech synthesis and coding. ICASSP (2013)
Lakshmi Saheer, Milos Cernak
Automatic Staging of Audio with Emotions. ACII (2013)
Milos Cernak, Xingyu Na, Philip N. Garner
Syllable-based pitch encoding for low bit rate speech coding with recognition/synthesis architecture. INTERSPEECH (2013)
Milos Cernak, David Imseng, Hervé Bourlard
Robust triphone mapping for acoustic modeling. INTERSPEECH (2012)
Arthur Kantor, Milos Cernak, Jirí Havelka, Sean Huber, Jan Kleindienst, Doris B. Gonzalez
Reading companion: the technical and social design of an automated reading tutor. WOCCI (2012)
Sakhia Darjaa, Milos Cernak, Stefan Benus, Milan Rusko, Róbert Sabo, Marián Trnka
Rule-Based Triphone Mapping for Acoustic Modeling in Automatic Speech Recognition. TSD (2011)
Sakhia Darjaa, Milos Cernak, Marián Trnka, Milan Rusko, Róbert Sabo
Effective Triphone Mapping for Acoustic Modeling in Speech Recognition. INTERSPEECH (2011)
Milos Cernak
A Comparison of Decision Tree Classifiers for Automatic Diagnosis of Speech Recognition Errors. Comput. Informatics 29 (3) (2010)
Milos Cernak
Diagnostics for Debugging Speech Recognition Systems. TSD (2010)
Milos Cernak
Unit Selection Speech Synthesis in Noise. ICASSP (1) (2006)
Milos Cernak, Christian Wellekens
Diagnostics of speech recognition using classification phoneme diagnostic trees. Computational Intelligence (2006)
Thierry Dutoit, Milos Cernak
TTSBOX: a MATLAB toolbox for teaching text-to-speech synthesis. ICASSP (5) (2005)
Milan Rusko, Marián Trnka, Sachia Darzágín, Milos Cernak
Slovak Speech Database for Experiments and Application Building in Unit-Selection Speech Synthesis. TSD (2004)