Siegfried Kunzmann

According to our database, Siegfried Kunzmann authored at least 34 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization.

Zi Yang, Samridhi Choudhary, Xinfeng Xie, Cao Gao, Siegfried Kunzmann, Zheng Zhang

CoRR, 2024

2023

Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding.

Zi Yang, Samridhi Choudhary, Siegfried Kunzmann, Zheng Zhang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition.

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

Proceedings of the IEEE International Conference on Acoustics, 2023

Multilingual End-To-End Spoken Language Understanding For Ultra-Low Footprint Applications.

Markus Müller, Anastasios Alexandridis, Zach Trozenski, Joel Whiteman, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2023

Parameter-Efficient Cross-Language Transfer Learning for a Language-Modular Audiovisual Speech Recognition.

Zhengyang Li, Thomas Graave, Jing Liu, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Contextual Adapters for Personalized Speech Recognition in Neural Transducers.

Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2022

Caching Networks: Capitalizing on Common Speech for ASR.

Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2022

Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.

Bhuvan Agrawal, Markus Müller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Exploiting Large-Scale Teacher-Student Training for On-Device Acoustic Models.

Jing Liu, Rupak Vignesh Swaminathan, Sree Hari Krishnan Parthasarathi, Chunchuan Lyu, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

FANS: Fusing ASR and NLU for On-Device SLU.

Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching.

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

Proceedings of the IEEE International Conference on Acoustics, 2021

End-to-End Multi-Channel Transformer for Speech Recognition.

Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian John King, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2021

In Pursuit of Babel - Multilingual End-to-End Spoken Language Understanding.

Markus Müller, Samridhi Choudhary, Clement Chung, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Context-Aware Transformer Transducer for Speech Recognition.

Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding.

Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann

CoRR, 2020

Streaming End-to-End Bilingual ASR Systems with Joint Language Identification.

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

CoRR, 2020

End-to-End Neural Transformer Based Spoken Language Understanding.

Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Multilingual Grapheme-To-Phoneme Conversion with Byte Representation.

Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2016

Rank based Decoding for Improved DNN/HMM Hybrid Acoustic Models in the EML Transcription Platform.

Volker Fischer, Siegfried Kunzmann

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2011

Online Speaker Adaptation with Pre-Computed FMLLR Transformations.

Volker Fischer, Siegfried Kunzmann

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2006

From pre-recorded prompts to corporate voices: on the migration of interactive voice response applications.

Volker Fischer, Siegfried Kunzmann

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

French-German Bilingual Acoustic Modeling for Embedded Voice Driven Applications.

Jozef Ivanecký, Volker Fischer, Siegfried Kunzmann

Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

Multi-lingual and Multi-modal Speech Processing and Applications.

Jozef Ivanecký, Julia Fischer, Marion Mast, Siegfried Kunzmann, Thomas Ross, Volker Fischer

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004

Domain adaptation methods in the IBM trainable text-to-speech system.

Volker Fischer, Jaime Botella Ordinas, Siegfried Kunzmann

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Multilingual acoustic models for speech recognition and synthesis.

Siegfried Kunzmann, Volker Fischer, Jorge Gonzalez, Ossama Emam, Carsten Günther, Eric Janke

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Multi-modal Voice Application Design in a Multi-client Environment.

Jozef Ivanecký, Markus Klehr, Volker Fischer, Siegfried Kunzmann

Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003

Recent progress in the decoding of non-native speech with multilingual acoustic models.

Volker Fischer, Eric Janke, Siegfried Kunzmann

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002

Likelihood combination and recognition output voting for the decoding of non-native speech with multilingual HMMs.

Volker Fischer, Eric Janke, Siegfried Kunzmann

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2000

SPEECON - Speech Data for Consumer Devices.

Rainer Siemund, Harald Höge, Siegfried Kunzmann, Krzysztof Marasek

Proceedings of the Second International Conference on Language Resources and Evaluation, 2000

Acoustic language model classes for a large vocabulary continuous speech recognizer.

Volker Fischer, Siegfried Kunzmann

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

A data-driven methodology for the production of multilingual conversational systems.

Ossama Emam, Jorge Gonzalez, Carsten Günther, Eric Janke, Siegfried Kunzmann, Giulio Maltese, Claire Waast-Richard

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Multimodal Output for a Conversational Telephony System.

Marion Mast, Carsten Günther, Siegfried Kunzmann, Thomas Ross

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1991

Die Worterkennung in einem Dialogsystem für kontuierlich gesprochene Sprache.

Siegfried Kunzmann

PhD thesis, 1991

1988

An experimental environment for the generation and verification of word hypotheses in continuous speech.

Siegfried Kunzmann, Thomas Kuhn, Heinrich Niemann

Speech Commun., 1988