Probing Acoustic Representations for Phonetic Properties

25 October 2020

Papers citing "Probing Acoustic Representations for Phonetic Properties"

25 / 25 papers shown

Title
Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching Haiyue Zu Jun Ge Heting Xiao Jile Xie Zhangzhe Zhou ... Jiayi Ni Junjie Niu Linlin Zhang Li Ni Huilin Yang MedIm VLM 49 0 0 05 Mar 2025
Do Discrete Self-Supervised Representations of Speech Capture Tone Distinctions? Opeyemi Osakuade Simon King 29 0 0 25 Oct 2024
MulCPred: Learning Multi-modal Concepts for Explainable Pedestrian Action Prediction Yan Feng Alexander Carballo Keisuke Fujii Robin Karlsson Ming Ding K. Takeda 31 0 0 14 Sep 2024
Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations Mukhtar Mohamed Oli Danyi Liu Hao Tang Sharon Goldwater SSL 42 2 0 13 Jun 2024
A predictive learning model can simulate temporal dynamics and context effects found in neural representations of continuous speech Oli Danyi Liu Hao Tang Naomi H Feldman Sharon Goldwater 24 1 0 13 May 2024
Encoding of lexical tone in self-supervised models of spoken language Gaofei Shen Michaela Watkins A. Alishahi Arianna Bisazza Grzegorz Chrupala 30 4 0 25 Mar 2024
What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis Takanori Ashihara Marc Delcroix Takafumi Moriya Kohei Matsuura Taichi Asami Yusuke Ijima SSL 16 7 0 31 Jan 2024
Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units Jakob Poncelet Hugo Van hamme 23 3 0 25 Sep 2023
What Do Self-Supervised Speech Models Know About Words? Ankita Pasad C. Chien Shane Settle Karen Livescu SSL 33 26 0 30 Jun 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Mu Yang R. Shekar Okim Kang John H. L. Hansen 15 10 0 10 Jun 2023
Analysing the Masked predictive coding training criterion for pre-training a Speech Representation Model Hemant Yadav Sunayana Sitaram R. Shah SSL 34 4 0 13 Mar 2023
A Comparative Study of Self-Supervised Speech Representations in Read and Spontaneous TTS Siyang Wang G. Henter Joakim Gustafson Éva Székely 30 4 0 05 Mar 2023
Phone and speaker spatial organization in self-supervised speech representations Pablo Riera M. Cerdeiro L. Pepino Luciana Ferrer SSL 18 1 0 24 Feb 2023
Evidence of Vocal Tract Articulation in Self-Supervised Learning of Speech Cheol Jun Cho Peter Wu Abdel-rahman Mohamed Gopala K. Anumanchipalli 21 29 0 21 Oct 2022
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition Kyuhong Shim Wonyong Sung 25 2 0 01 Oct 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 24 28 0 14 Jul 2022
Quantifying Language Variation Acoustically with Few Resources Martijn Bartelds Martijn B. Wieling 11 11 0 05 May 2022
Automated speech tools for helping communities process restricted-access corpora for language revival efforts Nay San Martijn Bartelds Tolúldopdé Ogúnrdemí Alison Mount R. Thompson Mike Higgins Roy Barker Jane Simpson Dan Jurafsky 22 6 0 15 Apr 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning Eesung Kim J. Jeon Hyeji Seo Ho-Young Kim SSL 21 37 0 08 Apr 2022
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge Andreas Triantafyllopoulos Johannes Wagner H. Wierstorf Maximilian Schmitt U. Reichel F. Eyben Felix Burkhardt Björn W. Schuller 21 25 0 01 Apr 2022
Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch Jakob Poncelet Hugo Van hamme SSL 25 1 0 29 Sep 2021
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 26 287 0 10 Jul 2021
Neural Representations for Modeling Variation in Speech Martijn Bartelds Wietse de Vries Faraz Sanal Caitlin Richter M. Liberman Martijn B. Wieling SSL DRL 19 22 0 25 Nov 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018