Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems

13 September 2017

Papers citing "Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems"

22 / 22 papers shown

Title
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 111 0 0 21 Feb 2025
Non-verbal information in spontaneous speech -- towards a new framework of analysis Tirza Biron Moshe Barboy Eran Ben-Artzy Alona Golubchik Yanir Marmor Smadar Szekely Yaron Winter David Harel 37 0 0 06 Mar 2024
Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models Maxime Fily Guillaume Wisniewski Severine Guillaume Gilles Adda Alexis Michaud 22 1 0 08 Feb 2024
Implications of Annotation Artifacts in Edge Probing Test Datasets Sagnik Ray Choudhury Jushaan Kalra 16 0 0 20 Oct 2023
Wave to Syntax: Probing spoken language models for syntax G. Shen A. Alishahi Arianna Bisazza Grzegorz Chrupała 35 10 0 30 May 2023
Interpreting intermediate convolutional layers in unsupervised acoustic word classification Gašper Beguš Alan Zhou FAtt SSL 33 5 0 05 Oct 2021
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis Shammur A. Chowdhury Nadir Durrani Ahmed M. Ali 44 12 0 01 Jul 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models Matteo Alleman J. Mamou Miguel Rio Hanlin Tang Yoon Kim SueYeon Chung NAI 38 17 0 15 Apr 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 229 409 0 24 Feb 2021
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure Jui Shah Yaman Kumar Singla Changyou Chen R. Shah 30 81 0 02 Jan 2021
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 36 36 0 22 Oct 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 21 13 0 07 Jun 2020
Untangling in Invariant Speech Recognition Cory Stephenson J. Feather Suchismita Padhy Oguz H. Elibol Hanlin Tang Josh H. McDermott SueYeon Chung SSL 30 30 0 03 Mar 2020
Designing and Interpreting Probes with Control Tasks John Hewitt Percy Liang 32 524 0 08 Sep 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 12 3 0 18 Jul 2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition Yonatan Belinkov Ahmed M. Ali James R. Glass 28 32 0 09 Jul 2019
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language Recognition Shaoshi Ling Julian Salazar Yuzong Liu Katrin Kirchhoff SSL 30 28 0 30 Jun 2019
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature Franz J. Király Bilal A. Mateen R. Sonabend 20 10 0 18 Dec 2018
Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition Xinpei Zhou Jiwei Li Xi Zhou 27 3 0 29 Oct 2018
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end model Suwon Shon Hao Tang James R. Glass 18 88 0 12 Sep 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 24 44 0 17 Jul 2018
AGI Safety Literature Review Tom Everitt G. Lea Marcus Hutter AI4CE 36 115 0 03 May 2018