François G. Germain

According to our database, François G. Germain authored at least 29 papers between 2009 and 2024.

Collaborative distances:

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

2024

Leveraging Audio-Only Data for Text-Queried Target Sound Extraction.

Kohei Saijo, Janek Ebbers, François G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux

CoRR, 2024

Enhanced Reverberation as Supervision for Unsupervised Speech Separation.

Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux

CoRR, 2024

Sound Event Bounding Boxes.

Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux

CoRR, 2024

SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers.

Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux

CoRR, 2024

TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement.

Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux

Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024

Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation.

Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-Weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2024

Late Audio-Visual Fusion for in-the-Wild Speaker Diarization.

Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2024

NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection.

Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2024

NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization.

Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2024

Why Does Music Source Separation Benefit from Cacophony?

Chang-Bin Jeon, Gordon Wichern, François G. Germain, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2024

Generation or Replication: Auscultating Audio Latent Diffusion Models.

Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT.

Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux

CoRR, 2023

Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds.

Ricardo Falcón Pérez, Gordon Wichern, François G. Germain, Jonathan Le Roux

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Hyperbolic Unsupervised Anomalous Sound Detection.

François G. Germain, Gordon Wichern, Jonathan Le Roux

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Cold Diffusion for Speech Enhancement.

Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2023

Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert.

Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux

Proceedings of the IEEE International Conference on Acoustics, 2023

Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction.

Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Towards End-to-end Speaker Diarization in the Wild.

Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux

CoRR, 2022

2021

Periodic Analysis of Nonlinear Virtual Analog Models.

François G. Germain

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

Practical Virtual Analog Modeling Using MÖbius Transforms.

François G. Germain

Proceedings of the 24th International Conference on Digital Audio Effects, 2021

2019

Speech Denoising with Deep Feature Losses.

François G. Germain, Qifeng Chen, Vladlen Koltun

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2017

Optimizing differentiated discretization for audio circuits beyond driving point transfer functions.

François G. Germain, Kurt James Werner

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

2016

Equalization matching of speech recordings in real-world environments.

François G. Germain, Gautham J. Mysore, Takako Fujioka

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Speaker and noise independent online single-channel speech enhancement.

François G. Germain, Gautham J. Mysore

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient illuminant correction in the local, linear, learned (L3) method.

François G. Germain, Iretiayo A. Akinola, Qiyuan Tian, Steven Lansel, Brian A. Wandell

Proceedings of the Digital Photography XI, 2015

2014

Stopping Criteria for Non-Negative Matrix Factorization Based Supervised and Semi-Supervised Source Separation.

François G. Germain, Gautham J. Mysore

IEEE Signal Process. Lett., 2014

2013

Combining Modeling Of Singing Voice And Background Music For Automatic Separation Of Musical Mixtures.

Zafar Rafii, François G. Germain, Dennis L. Sun, Gautham J. Mysore

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Speaker and noise independent voice activity detection.

François G. Germain, Dennis L. Sun, Gautham J. Mysore

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2009

Synthesis of guitar by digital waveguides: Modeling the plectrum in the physical interaction of the player with the instrument.

François G. Germain, Gianpaolo Evangelista

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009