← Authors

Reinhold Haeb-Umbach

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

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (21) πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (97) πŸ“ˆ Trend Setter πŸ’Ž Century Club (21) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (21)

Top co-authors

Christoph Boeddeker (9) Lukas Drude (6) Keisuke Kinoshita (5) Thilo von Neumann (5) Marc Delcroix (5) Janek Ebbers (4) Jahn Heymann (3) Jens Heitkaemper (3) Tomohiro Nakatani (3) Thomas Glarner (3)

Keywords

source separation (6) speech enhancement (6) acoustic unit discovery (3) word error rate (3) speaker diarization (3) variational autoencoder (3) speaker separation (3) acoustic beamforming (3) mask estimation (2) overlapping speech (2) neural beamforming (2) speech recognition (2) bayesian inference (2) unsupervised learning (2) end-to-end model (2) hidden markov model (2) recurrent neural network (2) automatic speech recognition (2) variational inference (2) graph neural network (2)

Papers

Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment INTERSPEECH 2024
Mixture Encoder for Joint Speech Separation and Recognition INTERSPEECH 2023
A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures INTERSPEECH 2023
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
An Initialization Scheme for Meeting Separation with Spatial Mixture Models INTERSPEECH 2022
Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers INTERSPEECH 2021
Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments INTERSPEECH 2020
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR INTERSPEECH 2020
Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation INTERSPEECH 2020
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification INTERSPEECH 2019
Multi-Channel Block-Online Source Extraction Based on Utterance Adaptation INTERSPEECH 2019
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR INTERSPEECH 2019
Unsupervised Training of Neural Mask-Based Beamforming INTERSPEECH 2019
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation INTERSPEECH 2018
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Leveraging Text Data for Word Segmentation for Underresourced Languages INTERSPEECH 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2017
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement INTERSPEECH 2016
A priori SNR Estimation Using a Generalized Decision Directed Approach INTERSPEECH 2016