A Scalable Model Specialization Framework for Training and Inference
using Submodels and its Application to Speech Model Personalization

A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization

23 March 2022

Andrew Rosenberg

Pedro J. Moreno

Papers citing "A Scalable Model Specialization Framework for Training and Inference using Submodels and its Application to Speech Model Personalization"

13 / 13 papers shown

Title
Zero-shot Cross-lingual Voice Transfer for TTS Fadi Biadsy Youzheng Chen Isaac Elias Kyle Kastner Gary Wang Andrew Rosenberg Bhuvana Ramabhadran 39 1 0 20 Sep 2024
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems Hitesh Tulsiani David M. Chan Shalini Ghosh Garima Lalwani Prabhat Pandey Ankish Bansal Sri Garimella Ariya Rastrow Björn Hoffmeister 33 0 0 16 Sep 2024
HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworks Yingting Li Rishabh Bhardwaj Ambuj Mehrish Bo Cheng Soujanya Poria 48 2 0 06 Apr 2024
Hierarchical Recurrent Adapters for Efficient Multi-Task Adaptation of Large Speech Models Tsendsuren Munkhdalai Youzheng Chen K. Sim Fadi Biadsy Tara N. Sainath P. M. Mengibar 37 1 0 25 Mar 2024
Conditional computation in neural networks: principles and research trends Simone Scardapane Alessandro Baiocchi Alessio Devoto V. Marsocci Pasquale Minervini Jary Pomponi 36 1 0 12 Mar 2024
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna ... Pedro J. Moreno Chung-Cheng Chiu J. Schalkwyk Franccoise Beaufays Yonghui Wu VLM 79 254 0 02 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 34 73 0 22 Feb 2023
Efficient Domain Adaptation for Speech Foundation Models Bo-wen Li DongSeon Hwang Zhouyuan Huo Junwen Bai Guru Prakash ... K. Sim Yu Zhang Wei Han Trevor Strohman F. Beaufays AI4CE 46 23 0 03 Feb 2023
Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation Nobuyuki Morioka Heiga Zen Nanxin Chen Yu Zhang Yifan Ding 39 16 0 28 Oct 2022
Streaming Parrotron for on-device speech-to-speech conversion Oleg Rybakov Fadi Biadsy Xia Zhang Liyang Jiang Phoenix Meadowlark Shivani Agrawal 34 3 0 25 Oct 2022
Weak-Supervised Dysarthria-invariant Features for Spoken Language Understanding using an FHVAE and Adversarial Training Jinzi Qi Hugo Van hamme AAML 21 1 0 24 Oct 2022
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech Katrin Tomanek Vicky Zayats Dirk Padfield K. Vaillancourt Fadi Biadsy 59 57 0 14 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,872 0 18 Apr 2021