← Authors

Jon Barker

25 papers · 2016–2024 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (12) 🏠 Conference Loyalist (23) 🧬 Topic Evolution πŸ”¬ Deep Specialist (10) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (25) πŸ—ƒοΈ Keyword Collector (111)

Conferences

INTERSPEECH (23) ECCV (1) WACV (1)

Top co-authors

Erfan Loweimi (5) Thomas Hain (4) Ning Ma (3) Ricard Marxer (3) Heidi Christensen (3) Zhengjun Yue (3) Zehai Tu (3) Bryan Catanzaro (2) Rhoddy Viveros MuΓ±oz (2) Michael Akeroyd (2)

Keywords

automatic speech recognition (6) speech enhancement (5) feature extraction (4) speech separation (4) speech intelligibility (3) speech recognition (3) speech perception (3) word error rate (3) machine learning challenge (2) hearing aid (2) group delay (2) robust speech recognition (2) vector taylor series (2) mixture invariant training (2) acoustic modeling (2) deep neural network (2) hearing impairment (2) dysarthric speech recognition (2) pitch tracking (1) face detection (1)

Papers

Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement WACV 2024
The 1st Clarity Prediction Challenge: A machine learning challenge for hearing aid intelligibility prediction INTERSPEECH 2022
Dysarthric Speech Recognition From Raw Waveform with Parametric CNNs INTERSPEECH 2022
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners INTERSPEECH 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training INTERSPEECH 2022
Modelling Turn-taking in Multispeaker Parties for Realistic Data Simulation INTERSPEECH 2022
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction INTERSPEECH 2022
Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model INTERSPEECH 2021
Teacher-Student MixIT for Unsupervised and Semi-Supervised Speech Separation INTERSPEECH 2021
Parental Spoken Scaffolding and Narrative Skills in Crowd-Sourced Storytelling Samples of Young Children INTERSPEECH 2021
Clarity-2021 Challenges: Machine Learning Challenges for Advancing Hearing Aid Processing INTERSPEECH 2021
Simulating Realistically-Spatialised Simultaneous Speech Using Video-Driven Speaker Detection and the CHiME-5 Dataset INTERSPEECH 2020
Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition INTERSPEECH 2020
Automatic Lyric Transcription from Karaoke Vocal Tracks: Resources and a Baseline System INTERSPEECH 2019
SDC-Net: Video prediction using spatially-displaced convolution ECCV 2018
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation INTERSPEECH 2018
The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines INTERSPEECH 2018
On the Usefulness of the Speech Phase Spectrum for Pitch Extraction INTERSPEECH 2018
Binary Mask Estimation Strategies for Constrained Imputation-Based Speech Enhancement INTERSPEECH 2017
Channel Compensation in the Generalised Vector Taylor Series Approach to Robust ASR INTERSPEECH 2017
Robust Source-Filter Separation of Speech Signal in the Phase Domain INTERSPEECH 2017
Use of Generalised Nonlinearity in Vector Taylor Series Noise Compensation for Robust Speech Recognition INTERSPEECH 2016
Multichannel Spatial Clustering for Robust Far-Field Automatic Speech Recognition in Mismatched Conditions INTERSPEECH 2016
Language Effects in Noise-Induced Word Misperceptions INTERSPEECH 2016
Misperceptions Arising from Speech-in-Babble Interactions INTERSPEECH 2016