Siegfried Kunzmann

48 papers A* 2A 12B 1C 3Misc 8Journal 14Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models. EMNLP Zhen Zhang, Yifan Yang, Kai Zhen, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang
2025	J	`jnl`	MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models. CoRR Zhen Zhang, Yifan Yang, Kai Zhen, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang
2025	—	`conf`	Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models. EMNLP (Findings) Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang
2025	J	`jnl`	Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models. CoRR Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann, Zheng Zhang
2024	A*	`conf`	CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization. NeurIPS Zi Yang, Ziyue Liu, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
2024	J	`jnl`	CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization. CoRR Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang
2024	A	`conf`	Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages. INTERSPEECH Zhengyang Li, Patrick Blumenberg, Jing Liu, Thomas Graave, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt
2023	Misc	`conf`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. ICASSP Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann
2023	J	`jnl`	Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition. CoRR Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann
2023	Misc	`conf`	Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications. ICASSP Markus Müller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann
2023	C	`conf`	Parameter-Efficient Cross-Language Transfer Learning for a Language-Modular Audiovisual Speech Recognition. ASRU Zhengyang Li, Thomas Graave, Jing Liu, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt
2023	J	`jnl`	Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding. CoRR Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
2023	A	`conf`	Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding. INTERSPEECH Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang
2022	Misc	`conf`	Caching Networks: Capitalizing on Common Speech for ASR. ICASSP Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris
2022	Misc	`conf`	Contextual Adapters for Personalized Speech Recognition in Neural Transducers. ICASSP Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann
2022	J	`jnl`	Contextual Adapters for Personalized Speech Recognition in Neural Transducers. CoRR Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann
2022	Misc	`conf`	Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. ICASSP Bhuvan Agrawal, Markus Müller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann
2021	C	`conf`	Context-Aware Transformer Transducer for Speech Recognition. ASRU Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
2021	J	`jnl`	Context-Aware Transformer Transducer for Speech Recognition. CoRR Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann
2021	Misc	`conf`	End-to-End Multi-Channel Transformer for Speech Recognition. ICASSP Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian John King, Siegfried Kunzmann
2021	J	`jnl`	End-to-End Multi-Channel Transformer for Speech Recognition. CoRR Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian John King, Siegfried Kunzmann
2021	—	`conf`	Exploiting Large-Scale Teacher-Student Training for On-Device Acoustic Models. TDS Jing Liu, Rupak Vignesh Swaminathan, Sree Hari Krishnan Parthasarathi, Chunchuan Lyu, Athanasios Mouchtaris, Siegfried Kunzmann
2021	J	`jnl`	Exploiting Large-scale Teacher-Student Training for On-device Acoustic Models. CoRR Jing Liu, Rupak Vignesh Swaminathan, Sree Hari Krishnan Parthasarathi, Chunchuan Lyu, Athanasios Mouchtaris, Siegfried Kunzmann
2021	A	`conf`	FANS: Fusing ASR and NLU for On-Device SLU. Interspeech Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
2021	J	`jnl`	FANS: Fusing ASR and NLU for on-device SLU. CoRR Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow
2021	C	`conf`	In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding. ASRU Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann
2021	Misc	`conf`	Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. ICASSP Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
2020	A	`conf`	End-to-End Neural Transformer Based Spoken Language Understanding. INTERSPEECH Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann
2020	J	`jnl`	End-to-End Neural Transformer Based Spoken Language Understanding. CoRR Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann
2020	Misc	`conf`	Multilingual Grapheme-To-Phoneme Conversion with Byte Representation. ICASSP Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
2020	J	`jnl`	Streaming End-to-End Bilingual ASR Systems with Joint Language Identification. CoRR Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
2020	J	`jnl`	Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. CoRR Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
2016	—	`conf`	Rank based Decoding for Improved DNN/HMM Hybrid Acoustic Models in the EML Transcription Platform. ITG Symposium on Speech Communication Volker Fischer, Siegfried Kunzmann
2011	A	`conf`	Online Speaker Adaptation with Pre-Computed FMLLR Transformations. INTERSPEECH Volker Fischer, Siegfried Kunzmann
2006	A	`conf`	From pre-recorded prompts to corporate voices: on the migration of interactive voice response applications. INTERSPEECH Volker Fischer, Siegfried Kunzmann
2005	—	`conf`	French-German Bilingual Acoustic Modeling for Embedded Voice Driven Applications. TSD Jozef Ivanecký, Volker Fischer, Siegfried Kunzmann
2005	—	`conf`	Multi-lingual and Multi-modal Speech Processing and Applications. DAGM-Symposium Jozef Ivanecký, Julia Fischer, Marion Mast, Siegfried Kunzmann, Thomas Ross, Volker Fischer
2004	A	`conf`	Domain adaptation methods in the IBM trainable text-to-speech system. INTERSPEECH Volker Fischer, Jaime Botella Ordinas, Siegfried Kunzmann
2004	—	`conf`	Multilingual acoustic models for speech recognition and synthesis. ICASSP (3) Siegfried Kunzmann, Volker Fischer, Jorge Gonzalez, Ossama Emam, Carsten Günther, Eric Janke
2003	—	`conf`	Multi-modal Voice Application Design in a Multi-client Environment. TSD Jozef Ivanecký, Markus Klehr, Volker Fischer, Siegfried Kunzmann
2003	A	`conf`	Recent progress in the decoding of non-native speech with multilingual acoustic models. INTERSPEECH Volker Fischer, Eric Janke, Siegfried Kunzmann
2002	A	`conf`	Likelihood combination and recognition output voting for the decoding of non-native speech with multilingual HMMs. INTERSPEECH Volker Fischer, Eric Janke, Siegfried Kunzmann
2000	A	`conf`	A data-driven methodology for the production of multilingual conversational systems. INTERSPEECH Ossama Emam, Jorge Gonzalez, Carsten Günther, Eric Janke, Siegfried Kunzmann, Giulio Maltese, Claire Waast-Richard
2000	A	`conf`	Acoustic language model classes for a large vocabulary continuous speech recognizer. INTERSPEECH Volker Fischer, Siegfried Kunzmann
2000	A	`conf`	Multimodal Output for a Conversational Telephony System. IEEE International Conference on Multimedia and Expo (I) Marion Mast, Carsten Günther, Siegfried Kunzmann, Thomas Ross
2000	B	`conf`	SPEECON - Speech Data for Consumer Devices. LREC Rainer Siemund, Harald Höge, Siegfried Kunzmann, Krzysztof Marasek
1991	—	`—`	Die Worterkennung in einem Dialogsystem für kontuierlich gesprochene Sprache. Siegfried Kunzmann
1988	J	`jnl`	An experimental environment for the generation and verification of word hypotheses in continuous speech. Speech Commun. Siegfried Kunzmann, Thomas Kuhn, Heinrich Niemann