Darius Petermann

According to our database, Darius Petermann authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

DASB - Discrete Audio and Speech Benchmark.

Pooneh Mousavi, Jarod Duret, Darius Petermann, Artem Ploujnikov, Luca Della Libera, Anastasia Kuznetsova, Cem Subakan, Mirco Ravanelli

Trans. Mach. Learn. Res., 2026

2025

Seeing Sound: Assembling Sounds from Visuals for Audio-to-Image Generation.

Darius Petermann, Mahdi M. Kalayeh

CoRR, January, 2025

Discrete Audio Tokens: More Than a Survey!

Pooneh Mousavi, Gallil Maimon, Adel Moumen, Darius Petermann, Jiatong Shi, Haibin Wu, Haici Yang, Anastasia Kuznetsova, Artem Ploujnikov, Ricard Marxer, Bhuvana Ramabhadran, Benjamin Elizalde, Loren Lugosch, Jinyu Li, Cem Subakan, Philip C. Woodland, Minje Kim, Hung-yi Lee, Shinji Watanabe, Yossi Adi, Mirco Ravanelli

Trans. Mach. Learn. Res., 2025

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music.

Jiatong Shi, Hye-jin Shim, Jinchuan Tian, Siddhant Arora, Haibin Wu, Darius Petermann, Jia Qi Yip, You Zhang, Yuxun Tang, Wangyou Zhang, Dareen Alharthi, Yichen Huang, Koichi Saito, Jionghao Han, Yiwen Zhao, Chris Donahue, Shinji Watanabe

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Hyperbolic Distance-Based Speech Separation.

Darius Petermann, Minje Kim

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Librispeech Slakh Unmix (LSX).

Darius Petermann, Gordon Wichern, Jonathan Le Roux

Dataset, March, 2023

Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks.

Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Native Multi-Band Audio Coding within Hyper-Autoencoded Reconstruction Propagation Networks.

Darius Petermann, Inseon Jang, Minje Kim

CoRR, 2023

Hyperbolic Audio Source Separation.

Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2023

Native Multi-Band Audio Coding Within Hyper-Autoencoded Reconstruction Propagation Networks.

Darius Petermann, Inseon Jang, Minje Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks.

Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2022

Spain-Net: Spatially-Informed Stereophonic Music Source Separation.

Darius Petermann, Minje Kim

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Harp-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding.

Darius Petermann, Seungkwon Beack, Minje Kim

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

2020

Deep Learning Based Source Separation Applied To Choir Ensembles.

Darius Petermann, Pritish Chandna, Helena Cuesta, Jordi Bonada, Emilia Gómez

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020