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speech processing

478 papers

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multimodal learning (4622) automatic speech recognition (1764) speech recognition (1223) self-supervised learning (3751) representation learning (6174) large language model (12755) acoustic feature (265) neural network (6616) speech analysis (363) feature extraction (1578)

Papers

Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022
Relating the fundamental frequency of speech with EEG using a dilated convolutional network INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
Frame-Level Stutter Detection INTERSPEECH 2022
Securely Capturing People’s Interactions with Voice Assistants at Home: A Bespoke Tool for Ethical Data Collection EMNLP 2022
Phonetic Analysis of Self-supervised Representations of English Speech INTERSPEECH 2022
Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022
Towards relation extraction from speech EMNLP 2022
Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation EMNLP 2022
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context INTERSPEECH 2022
Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay INTERSPEECH 2022
Using Speech and NLP Resources to build an iCALL platform for a minority language, the story of An Scéalaí, the Irish experience to date ACL 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022
Self-supervised Representation Learning for Speech Processing NAACL 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit NAACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022
Filler Word Detection and Classification: A Dataset and Benchmark INTERSPEECH 2022
Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information INTERSPEECH 2022
Prosodic Information in Dialect Identification of a Tonal Language: The case of Ao INTERSPEECH 2022
Voicing neutralization in Romanian fricatives across different speech styles INTERSPEECH 2022
Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition INTERSPEECH 2022
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing ACL 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022