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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Tradition or Innovation: A Comparison of Modern ASR Methods for Forced Alignment INTERSPEECH 2024
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification INTERSPEECH 2024
Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework INTERSPEECH 2024
Enhanced Feature Learning with Normalized Knowledge Distillation for Audio Tagging INTERSPEECH 2024
DNN-based monaural speech enhancement using alternate analysis windows for phase and magnitude modification INTERSPEECH 2024
Neural Network Augmented Kalman Filter for Robust Acoustic Howling Suppression INTERSPEECH 2024
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer INTERSPEECH 2024
An Exploration of Length Generalization in Transformer-Based Speech Enhancement INTERSPEECH 2024
Are Recent Deep Learning-Based Speech Enhancement Methods Ready to Confront Real-World Noisy Environments? INTERSPEECH 2024
Controlling Emotion in Text-to-Speech with Natural Language Prompts INTERSPEECH 2024
Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis INTERSPEECH 2024
A Transcription Prompt-based Efficient Audio Large Language Model for Robust Speech Recognition INTERSPEECH 2024
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition INTERSPEECH 2024
Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition INTERSPEECH 2024
Edged based audio-visual speech enhancement demonstrator INTERSPEECH 2024
Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection INTERSPEECH 2024
Speech Formants Integration for Generalized Detection of Synthetic Speech Spoofing Attacks INTERSPEECH 2024
Enhanced Deep Speech Separation in Clustered Ad Hoc Distributed Microphone Environments INTERSPEECH 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching INTERSPEECH 2024
Complex Image-Generative Diffusion Transformer for Audio Denoising INTERSPEECH 2024
MinSpeech: A Corpus of Southern Min Dialect for Automatic Speech Recognition INTERSPEECH 2024
Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning INTERSPEECH 2024
LingWav2Vec2: Linguistic-augmented wav2vec 2.0 for Vietnamese Mispronunciation Detection INTERSPEECH 2024
Learning from memory-based models INTERSPEECH 2024
Qifusion-Net: Layer-adapted Stream/Non-stream Model for End-to-End Multi-Accent Speech Recognition INTERSPEECH 2024