648 citations · 4k across the 58 of their papers we have counts for
4 papers · 2 filters
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech
Xin Zhang, Iván Vallés-Pérez, Andreas Stolcke +5
Stuttering is a speech disorder where the natural flow of speech is interrupted by blocks, repetitions or prolongations of syllables, words and phrases. The majority of existing au…
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju +6
As for other forms of AI, speech recognition has recently been examined with respect to performance disparities across different user cohorts. One approach to achieve fairness in s…
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals
Scott Novotney, Sreeparna Mukherjee, Zeeshan Ahmed +1
We propose a framework to modularize the training of neural language models that use diverse forms of sentence-external context (including metadata) by eliminating the need to join…
ASR-Aware End-to-end Neural Diarization
Aparna Khare, Eunjung Han, Yuguang Yang +1
We present a Conformer-based end-to-end neural diarization (EEND) model that uses both acoustic input and features derived from an automatic speech recognition (ASR) model. Two cat…