Siddharth Sigtia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
2
Active years
2014–2025
Best venue rank
Multiconference
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICASSP | SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. | Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi |
| 2024 | ICASSP | A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. | Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi |
| 2022 | Interspeech | Improving Voice Trigger Detection with Metric Learning. | Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik |
| 2021 | ICASSP | Progressive Voice Trigger Detection: Accuracy vs Latency. | Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg |
| 2021 | Interspeech | Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. | Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir |
| 2020 | ICASSP | Multi-Task Learning for Voice Trigger Detection. | Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle |
| 2020 | ICASSP | Multi-Task Learning for Speaker Verification and Voice Trigger Detection. | Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle |
| 2020 | Interspeech | Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. | Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir |
| 2018 | ICASSP | Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition. | Erik Marchi, Stephen Shum, Kvuveon Hwang, Sachin Kajarekar, Siddharth Sigtia, Hywel Richards, Rob Haynes, Yoon Kim, John Bridle |
| 2018 | Interspeech | Efficient Voice Trigger Detection for Low Resource Hardware. | Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle |
| 2015 | ICASSP | A hybrid recurrent neural network for music transcription. | Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon |
| 2014 | ICASSP | Improved music feature learning with deep neural networks. | Siddharth Sigtia, Simon Dixon |