Reinhold Haeb-Umbach
24 papers · 2016–2025 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (38) π Interdisciplinary Bridge Β· Bronze π Conference Loyalist (24)
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Keyword Champion
(3)
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Topic Evolution
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Unstoppable Β· Silver
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Century Club Β· Bronze
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Keyword Collector
(109)
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Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(21)
Machine Learning
(15)
Deep Learning
(13)
Analysis
(10)
Architectures
(10)
Synthesis
(10)
Recognition
(8)
Optimization & Theory
(7)
Core Methods
(6)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Bayesian & Probabilistic
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Techniques
(3)
Keywords
speech enhancement
(6)
source separation
(6)
speaker diarization
(4)
speaker separation
(3)
acoustic unit discovery
(3)
word error rate
(3)
variational autoencoder
(3)
acoustic beamforming
(3)
speech recognition
(2)
speech synthesis
(2)
overlapping speech
(2)
unsupervised learning
(2)
end-to-end model
(2)
bayesian inference
(2)
automatic speech recognition
(2)
recurrent neural network
(2)
speaker embedding
(2)
hidden markov model
(2)
variational inference
(2)
mask estimation
(2)
Papers
Spatio-Spectral Diarization of Meetings by Combining TDOA-based Segmentation and Speaker Embedding-based Clustering
Interspeech 2025
Synthesizing Speech with Selected Perceptual Voice Qualities β A Case Study with Creaky Voice
Interspeech 2025
Towards Frame-level Quality Predictions of Synthetic Speech
Interspeech 2025
Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment
Interspeech 2024
A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures
Interspeech 2023
Mixture Encoder for Joint Speech Separation and Recognition
Interspeech 2023
An Initialization Scheme for Meeting Separation with Spatial Mixture Models
Interspeech 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion
Interspeech 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT
Interspeech 2022
Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers
Interspeech 2021
Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation
Interspeech 2020
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR
Interspeech 2020
Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments
Interspeech 2020
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR
Interspeech 2019
Multi-Channel Block-Online Source Extraction Based on Utterance Adaptation
Interspeech 2019
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification
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
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery
Interspeech 2017
Leveraging Text Data for Word Segmentation for Underresourced Languages
Interspeech 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings
Interspeech 2017
A priori SNR Estimation Using a Generalized Decision Directed Approach
Interspeech 2016
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement
Interspeech 2016