François G. Germain

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 27

Top Topics

Source Separation

Speaker Diarization

Diffusion Models

Top Venues

IEEE Signal Process. Lett.

Publications

Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. CoRR (2024)
Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-Weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation. ICASSP (2024)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. ICASSP (2024)
Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
Sound Event Bounding Boxes. CoRR (2024)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. ICASSP (2024)
Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. CoRR (2024)
Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. ICASSP (2024)
Ricardo Falcón Pérez, Gordon Wichern, François G. Germain, Jonathan Le Roux
Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds. WASPAA (2023)
Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert. ICASSP Workshops (2023)
François G. Germain, Gordon Wichern, Jonathan Le Roux
Hyperbolic Unsupervised Anomalous Sound Detection. WASPAA (2023)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection. CoRR (2023)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction. CoRR (2023)
Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
Cold Diffusion for Speech Enhancement. ICASSP (2023)
Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT. CoRR (2023)
Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. ASRU (2023)
Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
Cold Diffusion for Speech Enhancement. CoRR (2022)
Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux
Towards End-to-end Speaker Diarization in the Wild. CoRR (2022)
François G. Germain
Periodic Analysis of Nonlinear Virtual Analog Models. WASPAA (2021)
François G. Germain
Practical Virtual Analog Modeling Using MÖbius Transforms. DAFx (2021)
François G. Germain, Qifeng Chen, Vladlen Koltun
Speech Denoising with Deep Feature Losses. INTERSPEECH (2019)
François G. Germain, Qifeng Chen, Vladlen Koltun
Speech Denoising with Deep Feature Losses. CoRR (2018)
François G. Germain, Kurt James Werner
Optimizing differentiated discretization for audio circuits beyond driving point transfer functions. WASPAA (2017)
François G. Germain, Gautham J. Mysore, Takako Fujioka
Equalization matching of speech recordings in real-world environments. ICASSP (2016)
François G. Germain, Iretiayo A. Akinola, Qiyuan Tian, Steven Lansel, Brian A. Wandell
Efficient illuminant correction in the local, linear, learned (L3) method. Digital Photography (2015)
François G. Germain, Gautham J. Mysore
Speaker and noise independent online single-channel speech enhancement. ICASSP (2015)
François G. Germain, Gautham J. Mysore
Stopping Criteria for Non-Negative Matrix Factorization Based Supervised and Semi-Supervised Source Separation. IEEE Signal Process. Lett. 21 (10) (2014)
Zafar Rafii, François G. Germain, Dennis L. Sun, Gautham J. Mysore
Combining Modeling Of Singing Voice And Background Music For Automatic Separation Of Musical Mixtures. ISMIR (2013)
François G. Germain, Dennis L. Sun, Gautham J. Mysore
Speaker and noise independent voice activity detection. INTERSPEECH (2013)
François G. Germain, Gianpaolo Evangelista
Synthesis of guitar by digital waveguides: Modeling the plectrum in the physical interaction of the player with the instrument. WASPAA (2009)