Heinrich Dinkel
15 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Keyword Collector
(73)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Speech & Audio
(9)
Analysis · Speech & Audio
(7)
Application Areas
(6)
Artificial Intelligence
(5)
Learning Types · Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Core AI
(4)
Natural Language Processing
(2)
Analysis · Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Recognition
(2)
Keywords
audio encoder
(3)
speaker verification
(3)
adversarial training
(2)
convolutional neural network
(2)
voice activity detection
(2)
domain adaptation
(2)
transfer learning
(2)
knowledge distillation
(2)
audio tagging
(2)
self-supervised learning
(1)
model architecture
(1)
text representation
(1)
automatic speech recognition
(1)
vision transformer
(1)
multimodal learning
(1)
speaker embedding
(1)
speech recognition
(1)
spoofing detection
(1)
keyword spotting
(1)
speech enhancement
(1)
Papers
Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
Interspeech 2025
GLCLAP: A Novel Contrastive Learning Pre-trained Model for Contextual Biasing in ASR
Interspeech 2025
X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance
Interspeech 2025
Bridging Language Gaps in Audio-Text Retrieval
Interspeech 2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding
Interspeech 2024
Scaling up masked audio encoder learning for general audio classification
Interspeech 2024
Streaming Audio Transformers for Online Audio Tagging
Interspeech 2024
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information
Interspeech 2023
UniKW-AT: Unified Keyword Spotting and Audio Tagging
Interspeech 2022
A Lightweight Framework for Online Voice Activity Detection in the Wild
Interspeech 2021
Dual-Adversarial Domain Adaptation for Generalized Replay Attack Detection
Interspeech 2020
Multiple Sound Sources Localization from Coarse to Fine
ECCV 2020
Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection
Interspeech 2020
Cross-Domain Replay Spoofing Attack Detection Using Domain Adversarial Training
Interspeech 2019
The SJTU Robust Anti-Spoofing System for the ASVspoof 2019 Challenge
Interspeech 2019