AI 2000语音识别领域学者排名每年选出前10名学者为“最具影响力学者”，前11-100名学者为“最具影响力学者提名”。该名录旨在表彰推动语音识别领域进步和创新的杰出学者。
我们会持续优化排名的产品和数据。如果您对产品和数据有合作意向，或者有任何问题和建议，请联系我们：aiopen@aminer.cn。
查查你的排名:
1
-
Neural Network
Boltzmann Machine
Unsupervised Learning
Speech Recognition
Computer Science
得分：12k
2
-
Speech Recognition
Neural Networks
Acoustic Modeling
Phone Recognition
Neural Nets
得分：10k
3
-
Recurrent Neural Network
Speech Recognition
Long Short Term Memory
Computer Science
Recurrent Neural Networks
得分：9k
4
2
Speech Recognition
Hidden Markov Models
Automatic Speech Recognition
Word Error Rate
Decoding
得分：8k
5
2
Speech Recognition
Automatic Speech Recognition
Language Model
Machine Translation
Speech Processing
得分：8k
6
1
Speech Recognition
Computer Science
Neural Nets
Hidden Markov Models
Pattern Recognition
得分：8k
7
3
得分：6k
8
NEW
Computer Science
Speech Recognition
Electrical Engineering
Artificial Intelligence
Artificial Neural Network
得分：6k
9
1
Mass Spectrometry
Mass Spectroscopy
Tandem Mass Spectrometry
Speech Recognition
Computer Science
得分：5k
10
6
Speech Recognition
Keyword Search
Deep Neural Networks
Conversational Telephone Speech
Hidden Markov Models
得分：5k
11
6
Natural Language Processing
Speech Recognition
Computer Science
Deep Learning
Named Entity Recognition
得分：5k
12
-
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Discriminative Training
Gaussian Processes
得分：5k
13
10
Speech Recognition
Speech Processing
Point Process Model
Unsupervised Learning
Natural Language Processing
得分：4k
14
11
Electrical Engineering
Artificial Intelligence
Speech Recognition
Music
Audio Signal Processing
得分：4k
16
10
Speech Recognition
Hidden Markov Models
DNN
Irrelevant Variability Normalization
Training Data
得分：4k
17
2
Source Separation
Speech Enhancement
Deep Clustering
Cocktail Party Problem
Deep Learning
得分：4k
18
18
Total Order
Sequential Consistency
Unsupervised Learning
Sound Classification
Formal Verification
得分：4k
19
19
Unsupervised Learning
Missing Labels
Loss Masking
Label Noise
Acoustic Event Detection
得分：4k
20
19
Speech Recognition
Automatic Speech Recognition
Noise Robustness
Computer Science
Missing Data
得分：4k
22
9
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Neural Nets
Hidden Markov Models
得分：4k
23
2
Speech Recognition
Speech Enhancement
Computer Science
Hidden Markov Models
Speech Separation
得分：4k
25
11
Speech Recognition
Deep Neural Networks
Computer Science
Acoustic Modeling
Computer Vision
得分：3k
26
14
Computer Science
Storage System
Speech Recognition
Artificial Neural Network
Buffer Cache
得分：3k
28
6
Speaker Diarization
Computer Science
Speech Recognition
Deep Learning
Speaker Recognition
得分：3k
30
6
Speech Recognition
Hidden Markov Models
Computer Science
Hidden Markov Model
Speaker Adaptation
得分：3k
31
4
Computer Science
Speech Recognition
Utterance
Speaker Recognition
Speaker Verification
得分：3k
32
5
Speech Recognition
Recurrent Neural Network
Speech Processing
Feature Extraction
Hidden Markov Models
得分：3k
33
6
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分：3k
34
13
Speaker Recognition
Deep Neural Networks
Speaker Diarization
Gaussian Mixture Model
I-vectors
得分：3k
35
10
Speech Recognition
Embedded Speech Recognition
Speech Processing
Sequence-to-sequence Models
Keyword Spotting
得分：3k
36
21
Speech Recognition
Computer Science
Network Traffic
Packet Trace Anonymization
Network Topology
得分：3k
38
3
Neural Network
Deep Learning
Neural Networks
Machine Learning
Speech Recognition
得分：3k
41
14
Speaker Recognition
Speaker Diarization
Speech Recognition
Modulation
Deep Neural Networks
得分：2k
42
NEW
Speech Processing
Computational Auditory Scene Analysis
Neural Nets
Feature Extraction
Speech Separation
得分：2k
43
3
Automatic Speech Recognition
End-to-end Speech Recognition
Computer Science
Artificial Neural Network
Deep Neural Networks
得分：2k
44
15
Speaker Recognition
Deep Neural Networks
Speaker Diarization
X-vectors
Information Processing
得分：2k
46
15
Artificial Intelligence
Computer Science
Comprehensive Guide
Pattern Recognition
Speech Processing
得分：2k
47
7
Nonnegative Matrix Factorization
Face Recognition
Neural Network
Neural Networks
Machine Learning
得分：2k
51
2
得分：2k
52
43
得分：2k
53
24
Speech Synthesis
Speech Coding
Mutual Information
Computer Science
Voice Modification
得分：2k
54
31
Computer Science
Spectrogram
Speech Recognition
Artificial Neural Network
Transfer Learning
得分：2k
55
28
Audio Event Discovery
Unsupervised Learning
Weakly-supervised Learning
Streaming Clustering Algorithms
Sound Ontology
得分：2k
56
28
Audio Event Detection
Sound Ontology
Audio Databases
Data Collection
Weakly-supervised Learning
得分：2k
58
18
Speech Recognition
Computer Science
Speech Processing
Audio Signal Processing
Feature Extraction
得分：2k
59
9
Collaborative Learning
Speech Recognition
Acoustic Event Detection
Audio Signal Processing
Computer Science
得分：2k
60
32
Audio Set
Self-supervised Learning
Main Drawback
Natural Image Synthesis
Unconditional Imagenet Generation
得分：2k
61
12
Image Segmentation
Real Time
Reinforcement Learning
Speech Recognition
Feature Extraction
得分：2k
62
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分：2k
63
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分：2k
64
6
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
System Combination
得分：2k
65
2
Speech Recognition
Computer Science
Hidden Markov Models
Language Model
Hidden Markov Model
得分：2k
66
4
Speech Recognition
Hidden Markov Models
Feature Extraction
Nonnegative Matrix Factorization
Compressed Sensing
得分：2k
67
11
Speech Recognition
Parameter Estimation
Hidden Markov Models
Em Algorithm
Acoustic Noise
得分：2k
68
17
Speech Recognition
Speaker Recognition
Speech
Speech Processing
Feature Extraction
得分：1k
70
8
Speech Recognition
Hidden Markov Models
Neural Nets
Deep Neural Network
Cd-dnn-hmm
得分：1k
71
27
Speech Synthesis
Speech Recognition
Hmm-based Speech Synthesis
Computer Science
Hidden Markov Models
得分：1k
73
5
Speech Recognition
Speech Enhancement
Blind Source Separation
Automatic Speech Recognition
Reverberation
得分：1k
74
17
Speech Recognition
Automatic Speech Recognition
Language Model
Decoding
Hidden Markov Models
得分：1k
75
33
Speech Recognition
Computer Science
Information Retrieval
Hidden Markov Models
Speech Processing
得分：1k
76
2
Speech Recognition
Speech Processing
Automatic Speech Recognition
Speech
Language Model
得分：1k
77
2
Speech Recognition
Neural Networks
Missing Value
Energy-based Model
Recurrent Neural Networks
得分：1k
79
29
Speech Recognition
Language Model
Word Error Rate
Automatic Speech Recognition
Language Modeling
得分：1k
80
16
Speech Recognition
Automatic Speech Recognition
Speech Processing
Feature Extraction
Acoustic Modeling
得分：1k
81
14
Speech Recognition
Automatic Speech Recognition
Language Model
Speech Processing
Speech Synthesis
得分：1k
82
34
Speech Recognition
Computer Science
Image Matching
Learning (artificial Intelligence)
Light Transport Model
得分：1k
83
14
Speech Recognition
Automatic Speech Recognition
Computer Science
Information Retrieval
Deep Neural Networks
得分：1k
84
15
Speech Recognition
Handwriting Recognition
Recurrent Neural Networks
Transformer
Minimum Classification Error Training
得分：1k
85
18
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
Minimum Classification Error
得分：1k
86
15
Emotion Recognition
Computational Paralinguistics
Speech Recognition
Computer Science
Emotion
得分：1k
87
NEW
Data Compression
Video Coding
Graph Signal Processing
Decoding
Image Coding
得分：1k
88
22
Echo Suppression
Deep Learning
Computer Science
Malware Classification
Malware Detection
得分：1k
91
21
得分：1k
92
10
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分：1k
93
1
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Lvcsr
System Combination
得分：1k
94
50
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Reverberation
Dereverberation
得分：1k
95
10
Artificial Intelligence
Computer Science
Reinforcement Learning
Speech Recognition
Recurrent Neural Network
得分：1k
97
24
Speech Recognition
Non-negative Matrix Factorization
Source Separation
Audio Signal Processing
Automatic Speech Recognition
得分：1k
98
17
Speech Recognition
Deep Neural Networks
Automatic Speech Recognition
Feature Extraction
Computer Science
得分：1k
99
20
得分：1k
100
32
Speech Recognition
Speech Enhancement
Computer Science
Automatic Speech Recognition
Speech Processing
得分：1k
1
-
Neural Network
Boltzmann Machine
Unsupervised Learning
Speech Recognition
Computer Science
得分：12k
2
-
Speech Recognition
Neural Networks
Acoustic Modeling
Phone Recognition
Neural Nets
得分：10k
3
-
Recurrent Neural Network
Speech Recognition
Long Short Term Memory
Computer Science
Recurrent Neural Networks
得分：9k
4
2
Speech Recognition
Hidden Markov Models
Automatic Speech Recognition
Word Error Rate
Decoding
得分：8k
5
2
Speech Recognition
Automatic Speech Recognition
Language Model
Machine Translation
Speech Processing
得分：8k
6
1
Speech Recognition
Computer Science
Neural Nets
Hidden Markov Models
Pattern Recognition
得分：8k
7
3
得分：6k
8
NEW
Computer Science
Speech Recognition
Electrical Engineering
Artificial Intelligence
Artificial Neural Network
得分：6k
9
1
Mass Spectrometry
Mass Spectroscopy
Tandem Mass Spectrometry
Speech Recognition
Computer Science
得分：5k
10
6
Speech Recognition
Keyword Search
Deep Neural Networks
Conversational Telephone Speech
Hidden Markov Models
得分：5k
11
6
Natural Language Processing
Speech Recognition
Computer Science
Deep Learning
Named Entity Recognition
得分：5k
12
-
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Discriminative Training
Gaussian Processes
得分：5k
13
10
Speech Recognition
Speech Processing
Point Process Model
Unsupervised Learning
Natural Language Processing
得分：4k
14
11
Electrical Engineering
Artificial Intelligence
Speech Recognition
Music
Audio Signal Processing
得分：4k
16
10
Speech Recognition
Hidden Markov Models
DNN
Irrelevant Variability Normalization
Training Data
得分：4k
17
2
Source Separation
Speech Enhancement
Deep Clustering
Cocktail Party Problem
Deep Learning
得分：4k
18
18
Total Order
Sequential Consistency
Unsupervised Learning
Sound Classification
Formal Verification
得分：4k
19
19
Unsupervised Learning
Missing Labels
Loss Masking
Label Noise
Acoustic Event Detection
得分：4k
20
19
Speech Recognition
Automatic Speech Recognition
Noise Robustness
Computer Science
Missing Data
得分：4k
22
9
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Neural Nets
Hidden Markov Models
得分：4k
23
2
Speech Recognition
Speech Enhancement
Computer Science
Hidden Markov Models
Speech Separation
得分：4k
25
11
Speech Recognition
Deep Neural Networks
Computer Science
Acoustic Modeling
Computer Vision
得分：3k
26
14
Computer Science
Storage System
Speech Recognition
Artificial Neural Network
Buffer Cache
得分：3k
28
6
Speaker Diarization
Computer Science
Speech Recognition
Deep Learning
Speaker Recognition
得分：3k
30
6
Speech Recognition
Hidden Markov Models
Computer Science
Hidden Markov Model
Speaker Adaptation
得分：3k
31
4
Computer Science
Speech Recognition
Utterance
Speaker Recognition
Speaker Verification
得分：3k
32
5
Speech Recognition
Recurrent Neural Network
Speech Processing
Feature Extraction
Hidden Markov Models
得分：3k
33
6
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分：3k
34
13
Speaker Recognition
Deep Neural Networks
Speaker Diarization
Gaussian Mixture Model
I-vectors
得分：3k
35
10
Speech Recognition
Embedded Speech Recognition
Speech Processing
Sequence-to-sequence Models
Keyword Spotting
得分：3k
36
21
Speech Recognition
Computer Science
Network Traffic
Packet Trace Anonymization
Network Topology
得分：3k
38
3
Neural Network
Deep Learning
Neural Networks
Machine Learning
Speech Recognition
得分：3k
41
14
Speaker Recognition
Speaker Diarization
Speech Recognition
Modulation
Deep Neural Networks
得分：2k
42
NEW
Speech Processing
Computational Auditory Scene Analysis
Neural Nets
Feature Extraction
Speech Separation
得分：2k
43
3
Automatic Speech Recognition
End-to-end Speech Recognition
Computer Science
Artificial Neural Network
Deep Neural Networks
得分：2k
44
15
Speaker Recognition
Deep Neural Networks
Speaker Diarization
X-vectors
Information Processing
得分：2k
46
15
Artificial Intelligence
Computer Science
Comprehensive Guide
Pattern Recognition
Speech Processing
得分：2k
47
7
Nonnegative Matrix Factorization
Face Recognition
Neural Network
Neural Networks
Machine Learning
得分：2k
51
2
得分：2k
52
43
得分：2k
53
24
Speech Synthesis
Speech Coding
Mutual Information
Computer Science
Voice Modification
得分：2k
54
31
Computer Science
Spectrogram
Speech Recognition
Artificial Neural Network
Transfer Learning
得分：2k
55
28
Audio Event Discovery
Unsupervised Learning
Weakly-supervised Learning
Streaming Clustering Algorithms
Sound Ontology
得分：2k
56
28
Audio Event Detection
Sound Ontology
Audio Databases
Data Collection
Weakly-supervised Learning
得分：2k
58
18
Speech Recognition
Computer Science
Speech Processing
Audio Signal Processing
Feature Extraction
得分：2k
59
9
Collaborative Learning
Speech Recognition
Acoustic Event Detection
Audio Signal Processing
Computer Science
得分：2k
60
32
Audio Set
Self-supervised Learning
Main Drawback
Natural Image Synthesis
Unconditional Imagenet Generation
得分：2k
61
12
Image Segmentation
Real Time
Reinforcement Learning
Speech Recognition
Feature Extraction
得分：2k
62
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分：2k
63
NEW
Acoustic Event Detection
Convolutional Neural Networks
Deep Neural Networks
Acoustic Scene Classification
Video Classification
得分：2k
64
6
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
System Combination
得分：2k
65
2
Speech Recognition
Computer Science
Hidden Markov Models
Language Model
Hidden Markov Model
得分：2k
66
4
Speech Recognition
Hidden Markov Models
Feature Extraction
Nonnegative Matrix Factorization
Compressed Sensing
得分：2k
67
11
Speech Recognition
Parameter Estimation
Hidden Markov Models
Em Algorithm
Acoustic Noise
得分：2k
68
17
Speech Recognition
Speaker Recognition
Speech
Speech Processing
Feature Extraction
得分：1k
70
8
Speech Recognition
Hidden Markov Models
Neural Nets
Deep Neural Network
Cd-dnn-hmm
得分：1k
71
27
Speech Synthesis
Speech Recognition
Hmm-based Speech Synthesis
Computer Science
Hidden Markov Models
得分：1k
73
5
Speech Recognition
Speech Enhancement
Blind Source Separation
Automatic Speech Recognition
Reverberation
得分：1k
74
17
Speech Recognition
Automatic Speech Recognition
Language Model
Decoding
Hidden Markov Models
得分：1k
75
33
Speech Recognition
Computer Science
Information Retrieval
Hidden Markov Models
Speech Processing
得分：1k
76
2
Speech Recognition
Speech Processing
Automatic Speech Recognition
Speech
Language Model
得分：1k
77
2
Speech Recognition
Neural Networks
Missing Value
Energy-based Model
Recurrent Neural Networks
得分：1k
79
29
Speech Recognition
Language Model
Word Error Rate
Automatic Speech Recognition
Language Modeling
得分：1k
80
16
Speech Recognition
Automatic Speech Recognition
Speech Processing
Feature Extraction
Acoustic Modeling
得分：1k
81
14
Speech Recognition
Automatic Speech Recognition
Language Model
Speech Processing
Speech Synthesis
得分：1k
82
34
Speech Recognition
Computer Science
Image Matching
Learning (artificial Intelligence)
Light Transport Model
得分：1k
83
14
Speech Recognition
Automatic Speech Recognition
Computer Science
Information Retrieval
Deep Neural Networks
得分：1k
84
15
Speech Recognition
Handwriting Recognition
Recurrent Neural Networks
Transformer
Minimum Classification Error Training
得分：1k
85
18
Speech Recognition
Hidden Markov Models
Discriminative Training
Hidden Markov Model
Minimum Classification Error
得分：1k
86
15
Emotion Recognition
Computational Paralinguistics
Speech Recognition
Computer Science
Emotion
得分：1k
87
NEW
Data Compression
Video Coding
Graph Signal Processing
Decoding
Image Coding
得分：1k
88
22
Echo Suppression
Deep Learning
Computer Science
Malware Classification
Malware Detection
得分：1k
91
21
得分：1k
92
10
Speech Recognition
Computer Science
Artificial Intelligence
Natural Language Processing
Deep Learning
得分：1k
93
1
Speech Recognition
Automatic Speech Recognition
Word Error Rate
Lvcsr
System Combination
得分：1k
94
50
Speech Recognition
Automatic Speech Recognition
Speech Enhancement
Reverberation
Dereverberation
得分：1k
95
10
Artificial Intelligence
Computer Science
Reinforcement Learning
Speech Recognition
Recurrent Neural Network
得分：1k
97
24
Speech Recognition
Non-negative Matrix Factorization
Source Separation
Audio Signal Processing
Automatic Speech Recognition
得分：1k
98
17
Speech Recognition
Deep Neural Networks
Automatic Speech Recognition
Feature Extraction
Computer Science
得分：1k
99
20
得分：1k
100
32
Speech Recognition
Speech Enhancement
Computer Science
Automatic Speech Recognition
Speech Processing
得分：1k