Martin Radfar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
5
Active years
2020–2024
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICASSP | Emohrnet: High-Resolution Neural Network Based Speech Emotion Recognition. | Akshay Muppidi, Martin Radfar |
| 2023 | ICASSP | End-to-End Spoken Language Understanding Using Joint CTC Loss and Self-Supervised, Pretrained Acoustic Encoders. | Jixuan Wang, Martin Radfar, Kai Wei, Clement Chung |
| 2023 | ICML | Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers. | Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris |
| 2023 | Interspeech | Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants. | Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris |
| 2022 | ICASSP | Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding. | Bhuvan Agrawal, Markus Mller, Samridhi Choudhary, Martin Radfar, Athanasios Mouchtaris, Ross McGowan, Nathan Susanj, Siegfried Kunzmann |
| 2022 | ICASSP | Multi-Task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding. | Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra |
| 2022 | ICASSP | A Neural Prosody Encoder for End-to-End Dialogue Act Classification. | Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Mller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo |
| 2022 | Interspeech | ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition. | Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris |
| 2022 | Interspeech | Compute Cost Amortized Transformer for Streaming ASR. | Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel |
| 2021 | AAAI | Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling. | Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung |
| 2021 | ASRU | Context-Aware Transformer Transducer for Speech Recognition. | Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann |
| 2021 | ICASSP | End-to-End Multi-Channel Transformer for Speech Recognition. | Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian John King, Siegfried Kunzmann |
| 2021 | ICASSP | Speech Emotion Recognition Using Quaternion Convolutional Neural Networks. | Aneesh Muppidi, Martin Radfar |
| 2021 | Interspeech | Multi-Channel Transformer Transducer for Speech Recognition. | Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo |
| 2021 | Interspeech | FANS: Fusing ASR and NLU for On-Device SLU. | Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow |
| 2020 | Interspeech | End-to-End Neural Transformer Based Spoken Language Understanding. | Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann |