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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)

TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers INTERSPEECH 2024
Learning from Back Chunks: Acquiring More Future Knowledge for Streaming ASR Models via Self Distillation INTERSPEECH 2024
Decoder-only Architecture for Streaming End-to-end Speech Recognition INTERSPEECH 2024
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study INTERSPEECH 2024
Improving Streaming Speech Recognition With Time-Shifted Contextual Attention And Dynamic Right Context Masking INTERSPEECH 2024
Simul-Whisper: Attention-Guided Streaming Whisper with Truncation Detection INTERSPEECH 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting INTERSPEECH 2024
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting INTERSPEECH 2024
Revisiting Convolution-free Transformer for Speech Recognition INTERSPEECH 2024
Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation INTERSPEECH 2024
Are Articulatory Feature Overlaps Shrouded in Speech Embeddings? INTERSPEECH 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models INTERSPEECH 2024
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System INTERSPEECH 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation INTERSPEECH 2024
LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification INTERSPEECH 2024
ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions INTERSPEECH 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework INTERSPEECH 2024
Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement INTERSPEECH 2024
DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network INTERSPEECH 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling INTERSPEECH 2024
On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks JMLR 2024
Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces JMLR 2024