TRILLsson: Distilled Universal Paralinguistic Speech Representations

1 March 2022

Papers citing "TRILLsson: Distilled Universal Paralinguistic Speech Representations"

20 / 20 papers shown

Title
Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge Catarina Botelho David Gimeno-Gómez Francisco Teixeira John Mendonça Patrícia Pereira ... Maria Ponte David Martins de Matos Carlos David Martínez Hinarejos Isabel Trancoso A. Abad 38 0 0 03 Jan 2025
Once More, With Feeling: Measuring Emotion of Acting Performances in Contemporary American Film Naitian Zhou David Bamman 31 0 0 15 Nov 2024
Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection Orchid Chetia Phukan Girish Mohd Mujtaba Akhtar Swarup Ranjan Behera Nitin Choudhury Arun Balaji Buduru Rajesh Sharma S. R Mahadeva Prasanna 37 0 0 24 Sep 2024
Avengers Assemble: Amalgamation of Non-Semantic Features for Depression Detection Orchid Chetia Phukan Swarup Ranjan Behera Shubham Singh Muskaan Singh Vandana Rajan Arun Balaji Buduru Rajesh Sharma S. R. Mahadeva Prasanna 19 0 0 22 Sep 2024
ComFeAT: Combination of Neural and Spectral Features for Improved Depression Detection Orchid Chetia Phukan Sarthak Jain Shubham Singh Muskaan Singh Arun Balaji Buduru Rajesh Sharma 18 0 0 10 Jun 2024
HeAR -- Health Acoustic Representations Sebastien Baur Zaid Nabulsi Wei-Hung Weng Jake Garrison Louis Blankemeier ... Shwetak N. Patel S. Shetty Shruthi Prabhakara Monde Muyoyeta Diego Ardila LM&MA 24 10 0 04 Mar 2024
Are Paralinguistic Representations all that is needed for Speech Emotion Recognition? Orchid Chetia Phukan Gautam Siddharth Kashyap Arun Balaji Buduru Rajesh Sharma 29 0 0 02 Feb 2024
Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference Dejan Porjazovski Yaroslav Getman Tamás Grósz M. Kurimo 30 3 0 16 Oct 2023
PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords Yong-Hyeok Lee Namhyun Cho 24 18 0 31 Aug 2023
MASR: Multi-label Aware Speech Representation Anjali Raj Shikhar Bharadwaj Sriram Ganapathy Min Ma Shikhar Vashishth SSL 18 0 0 20 Jul 2023
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Gene-Ping Yang Yue Gu Qingming Tang Dongsu Du Yuzong Liu 22 5 0 06 Jul 2023
Label Aware Speech Representation Learning For Language Identification Shikhar Vashishth Shikhar Bharadwaj Sriram Ganapathy Ankur Bapna Min Ma Wei Han Vera Axelrod Partha P. Talukdar SSL 23 4 0 07 Jun 2023
Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization Théophile Cabannes Shreya Ghosh Raphaël Marinier Tom Gedeon Alexandre M. Bayen Munawar Hayat 83 22 0 03 May 2023
Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP Nikolaos Antoniou Athanasios Katsamanis Theodoros Giannakopoulos Shrikanth Narayanan 23 17 0 03 Apr 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings Joel Shor R. Bi Subhashini Venugopalan Steven Ibara Roman Goldenberg Ehud Rivlen AI4MH 23 4 0 10 Mar 2023
Active Learning of Non-semantic Speech Tasks with Pretrained Models Harlin Lee Aaqib Saeed Andrea L. Bertozzi VLM 16 2 0 31 Oct 2022
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels Vasileios Tsouvalas Aaqib Saeed T. Ozcelebi N. Meratnia FedML 19 12 0 19 Aug 2022
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices Harlin Lee Aaqib Saeed 19 2 0 12 Jul 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021