Julius Richter, MSc

Publications

1. Julius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann, "Speech Enhancement and Dereverberation with Diffusion-Based Generative Models", submitted to IEEE/ACM Trans. on Audio, Speech, Language Proc. (TASLP) [arxiv] [audio] [code]
2. Simon Welker, Julius Richter, Timo Gerkmann, "Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain", ISCA Interspeech, Incheon, Korea, Sep. 2022 [arxiv] [audio] [code]
3. Julius Richter, Jeanine Liebold, Timo Gerkmann, "Continuous Phoneme Recognition based on Audio-Visual Modality Fusion", IEEE World Congress on Computational Intelligence, Padua, Italy, Jul. 2022. [code]
4. Guillaume Carbajal, Julius Richter, Timo Gerkmann, "Disentanglement Learning for Variational Autoencoders Applied to Audio-Visual Speech Enhancement", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, USA, Oct. 2021. [arxiv]
5. Guillaume Carbajal, Julius Richter, Timo Gerkmann, "Guided Variational Autoencoder for Speech Enhancement With a Supervised Classifier", IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Toronto, Ontario, Canada, Jun. 2021. [arxiv]
6. Julius Richter, Guillaume Carbajal, Timo Gerkmann, "Speech Enhancement with Stochastic Temporal Convolutional Networks", Interspeech 2020.
7. Quan Nguyen, Julius Richter, Mikko Lauri, Timo Gerkmann, Simone Frintrop, "Improving mix-and-separate training in audio-visual sound source separation with an object prior", ICPR 2020.