Audio and acoustics

Publication

Audio Entailment: Assessing Deductive Reasoning for Audio Understanding

Soham Deshmukh, Shuo Han, Hazim T. Bukhari, Benjamin Elizalde, Hannes Gamper, Rita Singh, Bhiksha Raj

AAAI Conference on Artificial Intelligence | April 2025

Publication

SoundTRC: DNN-based Acoustic Target Region Control

Yuhang He, Andrew Markham, Okan Köpüklü

International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025) | April 2025

Publication

Make Some Noise: Towards LLM audio reasoning and generation using sound tokens

Shivam Mehta, Nebojsa Jojic, Hannes Gamper

International Conference on Acoustics, Speech, and Signal Processing | April 2025

Publication

Ultra-Low Latency Speech Enhancement -A Comprehensive Study

Haibin Wu, Sebastian Braun

International Conference on Acoustics, Speech, and Signal Processing | April 2025

Project

Publication

Distillation and Pruning for Scalable Self-Supervised Representation-Based Speech Quality Assessment

Benjamin Stahl, Hannes Gamper

International Conference on Acoustics, Speech, and Signal Processing | April 2025

Publication

Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces

Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan Tashev, Yu-Te Wang

13th International Winter Conference on Brain-Computer Interface (BCI) | February 2025

Project

Publication

ICASSP 2024 Speech Signal Improvement Challenge

Nicolae-Cătălin Ristea, Babak Naderi, Ando Saabas, Ross Cutler, Sebastian Braun, Solomiya Branets

IEEE Open Journal of Signal Processing | January 2025, Vol 6: pp. 1-9

Publication

Hearable devices with sound bubbles

Tuochao Chen, Malek Itani, Sefik Emre Eskimez, Takuya Yoshioka, Shyamnath Gollakota

Nature Electronics | November 2024, pp. 1-12

Publication

Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices

Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev

International Conference on Multimodal Interaction | November 2024

Project

Microsoft Research Blog

Research Focus: Week of October 7, 2024

October 9, 2024

Simplifying secure decision tree training; Improving accuracy of audio content detection; A novel neurosymbolic system for converting text to tables; New video series: AI for Business Transformation; TEE security protections for container workloads.