Tim Fingscheidt

16 papers · 2017–2024 · 3 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

🗺️ Taxonomy Completionist (30) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution ⚡ Prolific Year (5) ❓ The Questioner 💎 Century Club (16) 🗃️ Keyword Collector (66)

Conferences

INTERSPEECH (12) ECCV (2) WACV (2)

Top co-authors

Timo Lohrenz (5) Zhengyang Li (4) Maximilian Strake (4) Marvin Sach (3) Jan Franzen (3) Thomas Graave (2) Bruno Defraene (2) Kristoff Fluyt (2) Marvin Klingner (2) Wouter Tirry (2)

Keywords

speech enhancement (4) acoustic echo cancellation (2) stream fusion (2) semantic segmentation (2) domain generalization (2) automatic speech recognition (2) domain adaptation (2) audiovisual speech recognition (2) self-supervised learning (2) transfer learning (1) speech recognition (1) knowledge distillation (1) emotion recognition (1) supervised learning (1) catastrophic forgetting (1) weakly supervised learning (1) monocular depth estimation (1) multi-task learning (1) model architecture (1) cross-modal learning (1)

Papers

Mixed Children/Adult/Childrenized Fine-Tuning for Children’s ASR: How to Reduce Age Mismatch and Speaking Style Mismatch INTERSPEECH 2024 Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages INTERSPEECH 2024 Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding ECCV 2024 Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation WACV 2024 URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement INTERSPEECH 2024 EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement INTERSPEECH 2023 An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition INTERSPEECH 2023 Y2-Net FCRN for Acoustic Echo and Noise Suppression INTERSPEECH 2021 Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data INTERSPEECH 2021 Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition INTERSPEECH 2021 SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021 INTERSPEECH 2020 Deep Noise Suppression Challenge: A Fully Convolutional Recurrent Network (FCRN) for Joint Dereverberation and Denoising INTERSPEECH 2020 BLSTM-Driven Stream Fusion for Automatic Speech Recognition: Novel Methods and a Multi-Size Window Fusion Example INTERSPEECH 2020 Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance ECCV 2020 What Do Classifiers Actually Learn? a Case Study on Emotion Recognition Datasets INTERSPEECH 2018 A Delay-Flexible Stereo Acoustic Echo Cancellation for DFT-Based In-Car Communication (ICC) Systems INTERSPEECH 2017