Timo Lohrenz

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 20

Top Topics

Speech Recognition

Event Detection

Top Venues

ITG Symposium on Speech Communication

Publications

Zhengyang Li, Chenwei Liang, Timo Lohrenz, Marvin Sach, Björn Möller, Tim Fingscheidt
An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition. INTERSPEECH (2023)
Timo Lohrenz, Björn Möller, Zhengyang Li, Tim Fingscheidt
Relaxed Attention for Transformer Models. IJCNN (2023)
Zhengyang Li, Thomas Graave, Jing Liu, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt
Parameter-Efficient Cross-Language Transfer Learning for a Language-Modular Audiovisual Speech Recognition. ASRU (2023)
Zhengyang Li, Timo Lohrenz, Matthias Dunkelberg, Tim Fingscheidt
Transformer-Based Lip-Reading with Regularized Dropout and Relaxed Attention. SLT (2022)
Timo Lohrenz, Björn Möller, Zhengyang Li, Tim Fingscheidt
Relaxed Attention for Transformer Models. CoRR (2022)
Timo Lohrenz, Patrick Schwarz, Zhengyang Li, Tim Fingscheidt
Multi-Head Fusion Attention for Transformer-Based End-to-End Automatic Speech Recognition. ITG Conference on Speech Communication (2021)
Timo Lohrenz, Zhengyang Li, Tim Fingscheidt
Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition. CoRR (2021)
Timo Lohrenz, Patrick Schwarz, Zhengyang Li, Tim Fingscheidt
Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition. CoRR (2021)
Timo Lohrenz, Zhengyang Li, Tim Fingscheidt
Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition. Interspeech (2021)
Jan Baumann, Patrick Meyer, Timo Lohrenz, Alexander Roy, Michael Papendieck, Tim Fingscheidt
A New DCASE 2017 Rare Sound Event Detection Benchmark Under Equal Training Data: CRNN With Multi-Width Kernels. ICASSP (2021)
Timo Lohrenz, Patrick Schwarz, Zhengyang Li, Tim Fingscheidt
Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition. ASRU (2021)
Timo Lohrenz, Tim Fingscheidt
BLSTM-Driven Stream Fusion for Automatic Speech Recognition: Novel Methods and a Multi-Size Window Fusion Example. INTERSPEECH (2020)
Jan Baumann, Timo Lohrenz, Alexander Roy, Tim Fingscheidt
Beyond the Dcase 2017 Challenge on Rare Sound Event Detection: A Proposal for a More Realistic Training and Test Framework. ICASSP (2020)
Timo Lohrenz, Maximilian Strake, Tim Fingscheidt
On Temporal Context Information for Hybrid BLSTM-Based Phoneme Recognition. ASRU (2019)
Maximilian Strake, Pascal Behr, Timo Lohrenz, Tim Fingscheidt
Densenet Blstm for Acoustic Modeling in Robust ASR. SLT (2018)
Timo Lohrenz, Wei Li, Tim Fingscheidt
A New Timit Benchmark for Context-Independent Phone Recognition Using Turbo Fusion. SLT (2018)
Timo Lohrenz, Wei Li, Tim Fingscheidt
DNN/CNN Acoustic Model Turbo Fusion for Phoneme Recognition. ITG Symposium on Speech Communication (2018)
Timo Lohrenz, Tim Fingscheidt
Turbo fusion of magnitude and phase information for DNN-based phoneme recognition. ASRU (2017)
Simon Receveur, Timo Lohrenz, Tim Fingscheidt
Introducing Block-Wise Processing into Turbo Viterbi ASR. ITG Symposium on Speech Communication (2016)
Timo Lohrenz, Simon Receveur, Tim Fingscheidt
EXIT Charts for Turbo Automatic Speech Recognition: A Case Study. ITG Symposium on Speech Communication (2016)