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。
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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