Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning

Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning

11 April 2022

Emmanuel Dupoux

Papers citing "Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning"

11 / 11 papers shown

Title
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 52 2 0 11 Apr 2025
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 61 14 0 01 Oct 2024
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 44 1 0 08 Oct 2023
Generative Spoken Language Model based on continuous word-sized audio tokens Robin Algayres Yossi Adi Tu Nguyen Jade Copet Gabriel Synnaeve Benoît Sagot Emmanuel Dupoux AuLLM 43 12 0 08 Oct 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 30 1 0 03 Jun 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 40 18 0 28 Oct 2022
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon Robin Algayres Tristan Ricoul Julien Karadayi Hugo Laurenccon Salah Zaiem Abdel-rahman Mohamed Benoît Sagot Emmanuel Dupoux 14 13 0 22 Jun 2022
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings Badr M. Abdullah Iuliia Zaitova T. Avgustinova Bernd Möbius Dietrich Klakow 37 10 0 21 Sep 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 191 454 0 29 Apr 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 191 337 0 01 Feb 2021
Evaluating the reliability of acoustic speech embeddings Robin Algayres Mohamed Salah Zaiem Benoît Sagot Emmanuel Dupoux 38 29 0 27 Jul 2020