93 citations · 97 across the 7 of their papers we have counts for
5 papers · 1 filter
Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down
Yingzhi Wang, Anas Alhmoud, Saad Alsahly +2
OpenAI's Whisper has achieved significant success in Automatic Speech Recognition. However, it has consistently been found to exhibit hallucination issues, particularly in non-spee…
ALAS: An Automatic Latent Alignment Score for Audio Language Models
Pooneh Mousavi, Yingzhi Wang, Mirco Ravanelli +1
Large Language Models (LLMs) are extended into Speech-LLMs, and the quality of the audio--text alignment they learn affects most downstream Spoken Language Understanding (SLU) beha…
Open Universal Arabic ASR Leaderboard
Yingzhi Wang, Anas Alhmoud, Muhammad Alqurishi
In recent years, the enhanced capabilities of ASR models and the emergence of multi-dialect datasets have increasingly pushed Arabic ASR model development toward an all-dialect-in-…
Speech Emotion Diarization: Which Emotion Appears When?
Yingzhi Wang, Mirco Ravanelli, Alya Yacoubi
Speech Emotion Recognition (SER) typically relies on utterance-level solutions. However, emotions conveyed through speech should be considered as discrete speech events with defini…
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding
Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab Heba
Speech self-supervised models such as wav2vec 2.0 and HuBERT are making revolutionary progress in Automatic Speech Recognition (ASR). However, they have not been totally proven to…