End-to-End Spoken Language Understanding Using Joint CTC Loss and Self-Supervised, Pretrained Acoustic Encoders
Wang, Jixuan, Radfar, Martin, Wei, Kai, Chung, Clement
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Get full text
Conference Proceeding
End-to-End Multi-Channel Transformer for Speech Recognition
Chang, Feng-Ju, Radfar, Martin, Mouchtaris, Athanasios, King, Brian, Kunzmann, Siegfried
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Get full text
Conference Proceeding
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding
Agrawal, Bhuvan, Muller, Markus, Choudhary, Samridhi, Radfar, Martin, Mouchtaris, Athanasios, McGowan, Ross, Susanj, Nathan, Kunzmann, Siegfried
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Get full text
Conference Proceeding
Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding
Fu, Xuandi, Chang, Feng-Ju, Radfar, Martin, Wei, Kai, Liu, Jing, Strimel, Grant P., Sathyendra, Kanthashree Mysore
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Get full text
Conference Proceeding
A Neural Prosody Encoder for End-to-End Dialogue Act Classification
Wei, Kai, Knox, Dillon, Radfar, Martin, Tran, Thanh, Muller, Markus, Strimel, Grant P., Susanj, Nathan, Mouchtaris, Athanasios, Omologo, Maurizio
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Get full text
Conference Proceeding
Context-Aware Transformer Transducer for Speech Recognition
Chang, Feng-Ju, Liu, Jing, Radfar, Martin, Mouchtaris, Athanasios, Omologo, Maurizio, Rastrow, Ariya, Kunzmann, Siegfried
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
Published in 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (13.12.2021)
Get full text
Conference Proceeding
FANS: Fusing ASR and NLU for on-device SLU
Radfar, Martin, Mouchtaris, Athanasios, Kunzmann, Siegfried, Rastrow, Ariya
Year of Publication 30.10.2021
Year of Publication 30.10.2021
Get full text
Journal Article
Multi-Channel Transformer Transducer for Speech Recognition
Chang, Feng-Ju, Radfar, Martin, Mouchtaris, Athanasios, Omologo, Maurizio
Year of Publication 29.08.2021
Year of Publication 29.08.2021
Get full text
Journal Article
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
Strimel, Grant P, Xie, Yi, King, Brian, Radfar, Martin, Rastrow, Ariya, Mouchtaris, Athanasios
Year of Publication 06.05.2023
Year of Publication 06.05.2023
Get full text
Journal Article
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach
Zhen, Kai, Radfar, Martin, Nguyen, Hieu, Strimel, Grant P., Susanj, Nathan, Mouchtaris, Athanasios
Published in 2022 IEEE Spoken Language Technology Workshop (SLT) (09.01.2023)
Published in 2022 IEEE Spoken Language Technology Workshop (SLT) (09.01.2023)
Get full text
Conference Proceeding
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach
Zhen, Kai, Radfar, Martin, Nguyen, Hieu Duy, Strimel, Grant P, Susanj, Nathan, Mouchtaris, Athanasios
Year of Publication 17.10.2022
Year of Publication 17.10.2022
Get full text
Journal Article