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Found 10 papers, 2 papers with code
Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling
The study of speech disorders can benefit greatly from time-aligned data.
Efficient Audio Captioning Transformer with Patchout and Text Guidance
The results show that the proposed techniques improve the performance of our system and while reducing the computational complexity.
Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP
There is an imminent need for guidelines and standard test sets to allow direct and fair comparisons of speech emotion recognition (SER).
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek
Modern speech recognition systems exhibits rapid performance degradation under domain shift.
Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos
The recent state of the art on monocular 3D face reconstruction from image data has made some impressive advancements, thanks to the advent of Deep Learning.
Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss
Recent deep learning Text-to-Speech (TTS) systems have achieved impressive performance by generating speech close to human parity.
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition
Like in many medical applications, aphasic speech data is scarce and the problem is exacerbated in so-called "low resource" languages, which are, for this task, most languages excluding English.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments
Specifically, during finetuning we propose to use three objectives: response language modeling, sentiment understanding, and empathy forcing.
AudioVisual Speech Synthesis: A brief literature review
This brief literature review studies the problem of audiovisual speech synthesis, which is the problem of generating an animated talking head given a text as input.
The Twins Corpus of Museum Visitor Questions
In addition to speech recordings, the corpus contains the outputs of speech recognition performed at the time of utterance as well as the system interpretation of the utterances.
