Martin Radfar

35 papers A* 2A 6C 1Misc 7Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
EmoHRNet: High-Resolution Neural Network Based Speech Emotion Recognition.
CoRR
Akshay Muppidi, Martin Radfar
2025 — conf
Medical Vision Language Models as Policies for Robotic Surgery.
CAI
Akshay Muppidi, Martin Radfar
2025 J jnl
Medical Vision Language Models as Policies for Robotic Surgery.
CoRR
Akshay Muppidi, Martin Radfar
2024 Misc conf
Emohrnet: High-Resolution Neural Network Based Speech Emotion Recognition.
ICASSP
Akshay Muppidi, Martin Radfar
2023 A conf
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants.
INTERSPEECH
Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2023 Misc conf
End-to-End Spoken Language Understanding Using Joint CTC Loss and Self-Supervised, Pretrained Acoustic Encoders.
ICASSP
Jixuan Wang, Martin Radfar, Kai Wei, Clement Chung
2023 J jnl
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders.
CoRR
Jixuan Wang, Martin Radfar, Kai Wei, Clement Chung
2023 A* conf
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers.
ICML
Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris
2022 Misc conf
A Neural Prosody Encoder for End-to-End Dialogue Act Classification.
ICASSP
Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo
2022 J jnl
A neural prosody encoder for end-ro-end dialogue act classification.
CoRR
Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Müller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo
2022 A conf
Compute Cost Amortized Transformer for Streaming ASR.
INTERSPEECH
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022 J jnl
Compute Cost Amortized Transformer for Streaming ASR.
CoRR
Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel
2022 A conf
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition.
INTERSPEECH
Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022 J jnl
ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition.
CoRR
Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022 Misc conf
Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding.
ICASSP
Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra
2022 J jnl
Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding.
CoRR
Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra
2022 — conf
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach.
SLT
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2022 J jnl
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach.
CoRR
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
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 A* conf
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling.
AAAI
Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung
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 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 A conf
Multi-Channel Transformer Transducer for Speech Recognition.
Interspeech
Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo
2021 J jnl
Multi-Channel Transformer Transducer for Speech Recognition.
CoRR
Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo
2021 Misc conf
Speech Emotion Recognition Using Quaternion Convolutional Neural Networks.
ICASSP
Aneesh Muppidi, Martin Radfar
2021 J jnl
Speech Emotion Recognition Using Quaternion Convolutional Neural Networks.
CoRR
Aneesh Muppidi, Martin Radfar
2021 J jnl
The Performance Evaluation of Attention-Based Neural ASR under Mixed Speech Input.
CoRR
Bradley He, Martin Radfar
2020 J jnl
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling.
CoRR
Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung
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 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