Rogier van Dalen

According to our database, Rogier van Dalen authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Benchmarking Rotary Position Embeddings for Automatic Speech Recognition.

Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

CoRR, January, 2025

2024

Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition.

Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Batthacharya

CoRR, 2024

Linear-Complexity Self-Supervised Learning for Speech Processing.

Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

CoRR, 2024

DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation.

Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay

CoRR, 2024

2023

Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition.

Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya

CoRR, 2023

Real-Time Personalised Speech Enhancement Transformers with Dynamic Cross-attended Speaker Representations.

Shucong Zhang, Malcolm Chadwick, Alberto Gil C. P. Ramos, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

On the (In)Efficiency of Acoustic Feature Extractors for Self-Supervised Speech Representation Learning.

Titouan Parcollet, Shucong Zhang, Rogier van Dalen, Alberto Gil C. P. Ramos, Sourav Bhattacharya

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023