Supervised Sequence Labelling with Recurrent Neural Networks

• Mapping Whole-Brain Nonlinear Structure-Function Dynamics in Aging via Neural Granger Causality

  2026 Brain Topography article Neuroscience Functional Brain Connectivity Studies

  0

  citations
• Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis

  2025 SIAM Journal on Mathematics of Data Science article Computer Science Neural Networks and Applications Open access

  1

  citations
• Classification Error Bound for Low Bayes Error Conditions in Machine Learning

  2025 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis

  1

  citations
• Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition

  2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis

  10

  citations
• On the Relation Between Internal Language Model and Sequence Discriminative Training for Neural Transducers

  2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis

  0

  citations
• Stochastic Signals and Estimation

  2023 other Computer Science Speech and Audio Processing

  0

  citations
• Skills Requirements of Additive Manufacturing - A Textual Analysis of Job Postings Using Natural Language Processing

  2023 Springer tracts in additive manufacturing conference-paper Business, Management and Accounting AI and HR Technologies

  2

  citations
• Boosting operational optimization of multi-energy systems by artificial neural nets

  2023 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

  10

  citations
• Developing a Spatiotemporal Model to Forecast Land Surface Temperature: A Way Forward for Better Town Planning

  2022 Sustainability article Environmental Science Urban Heat Island Mitigation Open access

  17

  citations
• Why does CTC result in peaky behavior?

  2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

  18

  citations
• Early stage white etching crack identification using artificial neural networks

  2021 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

  6

  citations
• Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling Using a Two-Dimensional Grid

  2021 IEEE Spoken Language Technology Workshop (SLT) conference-paper Computer Science Natural Language Processing Techniques Open access

  2

  citations

12 results