Deep Learning based Noise Reduction for Hearing Aids

Third party funded individual grant

Start date : 01.02.2019

End date : 31.01.2023

Overview

Publications

(9)

External partners

(1)

Deep Multi-Frame Filtering for Hearing Aids (2023) Schröter H, Rosenkranz T, Escalante-B AN, Maier A Conference contribution, Conference Contribution DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement (2023) Schröter H, Rosenkranz T, Escalante-B AN, Maier A Conference contribution, Conference Contribution DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio (2022) Schröter H, Escalante-B AN, Rosenkranz T, Maier A Conference contribution, Conference Contribution DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering (2022) Schröter H, Escalante-B AN, Rosenkranz T, Maier A Conference contribution, Original article LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement (2021) Schröter H, Rosenkranz T, Escalante Banuelos A, Maier A Conference contribution, Conference Contribution CLCNet: Deep learning-based noise reduction for hearing aids using complex linear coding (2020) Schröter H, Rosenkranz T, Escalante Banuelos A, Aubreville M, Maier A Conference contribution, Conference Contribution CLC: Complex Linear Coding for the DNS 2020 Challenge (2020) Schröter H, Rosenkranz T, Escalante Banuelos A, Maier A Other publication type Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks (2020) Schröter H, Rosenkranz T, Escalante Banuelos A, Zobel P, Maier A Conference contribution, Original article Deep Denoising for Hearing Aid Applications (2018) Aubreville M, Ehrensperger K, Rosenkranz T, Graf B, Puder H, Maier A Conference contribution