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MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment



Karl El Hajal , Milos Cernak , Pablo Mainar

* Submitted to Interspeech 2022 

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Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load



Gasser Elbanna , Alice Biryukov , Neil Scheidwasser-Clow , Lara Orlandic , Pablo Mainar , Mikolaj Kegler , Pierre Beckmann , Milos Cernak

* Submitted to InterSpeech 2022 

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AC-VC: Non-parallel Low Latency Phonetic Posteriorgrams Based Voice Conversion



Damien Ronssin , Milos Cernak

* ASRU 2021 

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Power efficient analog features for audio recognition



Boris Bergsma , Minhao Yang , Milos Cernak

* Analog systems, audio classification, power efficiency, information theory 

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SERAB: A multi-lingual benchmark for speech emotion recognition



Neil Scheidwasser-Clow , Mikolaj Kegler , Pierre Beckmann , Milos Cernak

* Submitted to ICASSP 2022 

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A Universal Deep Room Acoustics Estimator



Paula Sánchez López , Paul Callens , Milos Cernak

* WASPAA 2021 
* Room acoustics, Convolutional Recurrent Neural Network, RT60, C50, DRR, STI, SNR 

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Joint Blind Room Acoustic Characterization From Speech And Music Signals Using Convolutional Recurrent Neural Networks



Paul Callens , Milos Cernak


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Fast accuracy estimation of deep learning based multi-class musical source separation



Alexandru Mocanu , Benjamin Ricaud , Milos Cernak


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FastVC: Fast Voice Conversion with non-parallel data



Oriol Barbany Mayor , Milos Cernak


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Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection



Flavio Martinelli , Giorgia Dellaferrera , Pablo Mainar , Milos Cernak

* 5 pages, 2 figures, 2 tables 

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