Speech Analysis

Probing phoneme, language and speaker information in unsupervised speech representations Interspeech 2022 Probing speech emotion recognition transformers for linguistic knowledge Interspeech 2022 Prosodic Information in Dialect Identification of a Tonal Language: The case of Ao Interspeech 2022 Quantifying Language Variation Acoustically with Few Resources NAACL 2022 Relating the fundamental frequency of speech with EEG using a dilated convolutional network Interspeech 2022 Relative Acoustic Features for Distance Estimation in Smart-Homes Interspeech 2022 ResectNet: An Efficient Architecture for Voice Activity Detection on Mobile Devices Interspeech 2022 SAQAM: Spatial Audio Quality Assessment Metric Interspeech 2022 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022 Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022 Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling Interspeech 2022 Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022 Separate What You Describe: Language-Queried Audio Source Separation Interspeech 2022 SHAS: Approaching optimal Segmentation for End-to-End Speech Translation Interspeech 2022 Soft-label Learn for No-Intrusive Speech Quality Assessment Interspeech 2022 Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting Interspeech 2022 Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning Interspeech 2022 Speech intelligibility of simulated hearing loss sounds and its prediction using the Gammachirp Envelope Similarity Index (GESI) Interspeech 2022 Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation Interspeech 2022 Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors Interspeech 2022 Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Interspeech 2022 SSAST: Self-Supervised Audio Spectrogram Transformer AAAI 2022 State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 TB or not TB? Acoustic cough analysis for tuberculosis classification Interspeech 2022