Title
BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition Paige Tuttosi Mantaj Dhillon Luna Sang Shane Eastwood Poorvi Bhatia Quang Minh Dinh Avni Kapoor Yewon Jin Angelica Lim 26 0 0 30 Apr 2025
Nexus-O: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision Che Liu Yingji Zhang D. Zhang Weijie Zhang Chenggong Gong ... André Freitas Qifan Wang Z. Xu Rongjuncheng Zhang Yong Dai AuLLM 76 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 87 3 0 26 Feb 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning Yifan Peng Krishna C. Puvvada Zhehuai Chen Piotr .Zelasko He Huang Kunal Dhawan Ke Hu Shinji Watanabe Jagadeesh Balam Boris Ginsburg 58 2 0 23 Oct 2024
Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation Nithin Rao Koluguri Travis M. Bartley Hainan Xu Oleksii Hrinchuk Jagadeesh Balam Boris Ginsburg Georg Kucsko 37 2 0 09 Sep 2024
Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation Ruizhe Huang M. Yarmohammadi Sanjeev Khudanpur Dan Povey 35 2 0 14 Jul 2024
Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing V. Trinh Rosy Southwell Yiwen Guan Xinlu He Zhiyong Wang Jacob Whitehill OffRL 36 2 0 04 Jun 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification Yifan Peng Yui Sudo Muhammad Shakeel Shinji Watanabe VLM 37 17 0 20 Feb 2024
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 29 2 0 07 Jun 2023
ASR in German: A Detailed Error Analysis John M. Wirth René Peinl 18 5 0 12 Apr 2022
Earnings-22: A Practical Benchmark for Accents in the Wild Miguel Rio Peter Ha Quinten McNamara Corey Miller Shipra Chandra 14 23 0 29 Mar 2022
Domain Adaptation of low-resource Target-Domain models using well-trained ASR Conformer Models Vrunda N. Sukhadia S. Umesh 28 8 0 18 Feb 2022
Lhotse: a speech data representation library for the modern deep learning ecosystem Willem Hagemann Daniel Povey Jan "Yenda" Trmal Sanjeev Khudanpur AuLLM AI4TS 27 31 0 25 Oct 2021
Scalable Data Annotation Pipeline for High-Quality Large Speech Datasets Development Mingkuan Liu Chi Zhang Hua Xing C. Feng Mon-Chu Chen Judith Bishop Grace Ngapo 22 3 0 01 Sep 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Guoguo Chen Shuzhou Chai Guan-Bo Wang Jiayu Du Weiqiang Zhang ... Xuchen Yao Yongqing Wang Yujun Wang Zhao You Zhiyong Yan 48 349 0 13 Jun 2021
NeMo: a toolkit for building AI applications using Neural Modules Oleksii Kuchaiev Jason Chun Lok Li Huyen Nguyen Oleksii Hrinchuk Ryan Leary ... Jack Cook P. Castonguay Mariya Popova Jocelyn Huang Jonathan M. Cohen 211 292 0 14 Sep 2019