← Authors

Shoko Araki

15 papers · 2016–2024 · 1 conference · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (22) 🀝 Dynamic Duo (11) πŸ† Keyword Champion (2) ❓ The Questioner πŸš€ Conference Pioneer πŸ’Ž Century Club (15) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (62) πŸ”₯ Unstoppable (9)

Conferences

INTERSPEECH (15)

Top co-authors

Tomohiro Nakatani (11) Keisuke Kinoshita (10) Toshio Irino (7) Marc Delcroix (6) Tsubasa Ochiai (6) Atsunori Ogawa (5) Katsuhiko Yamamoto (4) Kenichi Arai (4) Ayako Yamamoto (2) Toshie Matsui (2)

Keywords

speech enhancement (8) speech intelligibility (6) automatic speech recognition (4) speaker diarization (2) target sound extraction (2) speech intelligibility prediction (2) envelope distortion (2) neural network (2) source separation (2) signal-to-distortion ratio (2) gammachirp filter (2) deep neural network (2) variational bayesian inference (1) variational bayesian (1) uncertainty quantification (1) computational efficiency (1) multivariate gaussian (1) self-attention mechanism (1) hierarchical clustering (1) posterior probability (1)

Papers

Array Geometry-Robust Attention-Based Neural Beamformer for Moving Speakers INTERSPEECH 2024
Frontier of Frontend for Conversational Speech Processing INTERSPEECH 2024
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization INTERSPEECH 2023
Impact of Residual Noise and Artifacts in Speech Enhancement Errors on Intelligibility of Human and Machine INTERSPEECH 2023
How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR INTERSPEECH 2022
Comparison of Remote Experiments Using Crowdsourcing and Laboratory Experiments on Speech Intelligibility INTERSPEECH 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization INTERSPEECH 2021
Few-Shot Learning of New Sound Classes for Target Sound Extraction INTERSPEECH 2021
Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation INTERSPEECH 2020
Predicting Intelligibility of Enhanced Speech Using Posteriors Derived from DNN-Based ASR System INTERSPEECH 2020
Listen to What You Want: Neural Network-Based Universal Sound Selector INTERSPEECH 2020
Predicting Speech Intelligibility of Enhanced Speech Using Phone Accuracy of DNN-Based ASR System INTERSPEECH 2019
Multi-resolution Gammachirp Envelope Distortion Index for Intelligibility Prediction of Noisy Speech INTERSPEECH 2018
Predicting Speech Intelligibility Using a Gammachirp Envelope Distortion Index Based on the Signal-to-Distortion Ratio INTERSPEECH 2017
Speech Intelligibility Prediction Based on the Envelope Power Spectrum Model with the Dynamic Compressive Gammachirp Auditory Filterbank INTERSPEECH 2016