Adapting Multilingual Speech Representation Model for a New,
Underresourced Language through Multilingual Fine-tuning and Continued
Pretraining

Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining

18 January 2023

Karol Nowakowski

Jagna Nieuwazny

Papers citing "Adapting Multilingual Speech Representation Model for a New, Underresourced Language through Multilingual Fine-tuning and Continued Pretraining"

11 / 11 papers shown

Title
Automatic Speech Recognition for the Ika Language Uchenna Nzenwata Daniel Ogbuigwe VLM 23 0 0 01 Oct 2024
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages Yao-Fei Cheng Li-Wei Chen Hung-Shin Lee Hsin-Min Wang 26 0 0 13 Sep 2024
Non-autoregressive Personalized Bundle Generation Wenchuan Yang Cheng Yang Jichao Li Yuejin Tan Xin Lu Chuan Shi 28 0 0 11 Jun 2024
Optimizing Multi-Stuttered Speech Classification: Leveraging Whisper's Encoder for Efficient Parameter Reduction in Automated Assessment Huma Ameer Seemab Latif Iram Tariq Bhatti 43 1 0 09 Jun 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens Nay San Georgios Paraskevopoulos Aryaman Arora Xiluo He Prabhjot Kaur Oliver Adams Dan Jurafsky 33 7 0 03 Feb 2024
Cyberbullying Detection for Low-resource Languages and Dialects: Review of the State of the Art Tanjim Mahmud M. Ptaszynski J. Eronen Fumito Masui 23 60 0 30 Aug 2023
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 27 1 0 03 Jun 2023
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation Martijn Bartelds Nay San Bradley McDonnell Dan Jurafsky Martijn B. Wieling 40 38 0 18 May 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis V. Katsouros Alexandros Potamianos VLM 25 7 0 31 Dec 2022
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 43 18 0 07 Oct 2021
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Qiantong Xu Alexei Baevski Michael Auli VLM 29 77 0 23 Sep 2021