Tobias Bocklet
27 papers · 2017–2026 · 4 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (56) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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(23)
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(20)
Deep Learning
(15)
Speech & Audio
(14)
Core Methods
(13)
Artificial Intelligence
(12)
Application Areas
(11)
Core AI
(11)
Architectures
(7)
Learning Types · Deep Learning
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Recognition
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Analysis
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Natural Language Processing
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Learning Types · Machine Learning
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Healthcare & Medicine
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Applications
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Keywords
speech recognition
(4)
neural network
(3)
automatic speech recognition
(3)
large language model
(3)
dementia detection
(2)
knowledge distillation
(2)
cleft lip palate
(2)
multi-task learning
(2)
acoustic model
(2)
speaker recognition
(2)
wav2vec 2.0
(2)
word error rate
(2)
clinical speech analysis
(2)
dysarthric speech recognition
(2)
data augmentation
(2)
binary classification
(2)
model compression
(2)
speaker embedding
(2)
multi-label classification
(2)
pre-trained model
(2)
Papers
Evaluation Pitfalls and Challenges in Multimedia Event Extraction
ACL 2026
Generalizing to Unseen Disaster Events: A Causal View
IJCNLP 2025
Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition
Interspeech 2025
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
Interspeech 2025
Pitfalls and Limits in Automatic Dementia Assessment
Interspeech 2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
ACL 2025
Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation
Interspeech 2025
Automatic Evaluation of a Sentence Memory Test for Preschool Children
Interspeech 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment
Interspeech 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease
Interspeech 2024
Large Language Models for Dysfluency Detection in Stuttered Speech
Interspeech 2024
Optimized Speculative Sampling for GPU Hardware Accelerators
EMNLP 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models
Interspeech 2024
Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech
Interspeech 2024
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem
Interspeech 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
Interspeech 2023
Detection of Emotional Hotspots in Meetings Using a Cross-Corpus Approach
Interspeech 2023
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate
Interspeech 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
Interspeech 2023
Real Time Detection of Soft Voice for Speech Enhancement
Interspeech 2023
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children
Interspeech 2022
Compact Speaker Embedding: lrx-Vector
Interspeech 2020
Length- and Noise-Aware Training Techniques for Short-Utterance Speaker Recognition
Interspeech 2020
State Sequence Pooling Training of Acoustic Models for Keyword Spotting
Interspeech 2020
Intel Far-Field Speaker Recognition System for VOiCES Challenge 2019
Interspeech 2019
Ultra-Compact NLU: Neuronal Network Binarization as Regularization
Interspeech 2019
Speech Recognition and Understanding on Hardware-Accelerated DSP
Interspeech 2017