Search Results for author: Qingran Zhan

Found 2 papers, 2 papers with code

How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications

2 code implementations • 31 Mar 2022 • Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Saeed Sarfjoo, Petr Motlicek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan

Recent work on self-supervised pre-training focus on leveraging large-scale unlabeled speech data to build robust end-to-end (E2E) acoustic models (AM) that can be later fine-tuned on downstream tasks e. g., automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Paper
Code

Automatic Speech Recognition Benchmark for Air-Traffic Communications

3 code implementations • 18 Jun 2020 • Juan Zuluaga-Gomez, Petr Motlicek, Qingran Zhan, Karel Vesely, Rudolf Braun

We demonstrate that the cross-accent flaws due to speakers' accents are minimized due to the amount of data, making the system feasible for ATC environments.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.