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Table 10 Dereverberation performance on test dataset without noise

From: Channel and temporal-frequency attention UNet for monaural speech enhancement

RT60

0.4

0.6

0.8

1.0

1.2

1.4

Avg.

0.4

0.6

0.8

1.0

1.2

1.4

Avg.

 

WB-PESQ

DNSMOS

Noisy

2.448

1.923

1.574

1.694

1.382

1.342

1.727

2.922

2.398

1.732

1.849

1.498

1.274

1.946

Uformer

3.279

2.765

2.468

2.663

2.214

2.136

2.588

3.144

2.996

2.774

2.805

2.788

2.715

2.870

MTFAA

2.923

2.437

2.115

2.372

1.834

1.892

2.262

3.077

2.960

2.681

2.757

2.702

2.650

2.804

CTFUNet

3.280

2.798

2.477

2.798

2.312

2.260

2.654

3.106

2.981

2.818

2.910

2.893

2.834

2.924

 

STOI

SI-SDR

Noisy

97.215

93.456

87.571

90.498

87.087

83.495

89.887

11.619

7.071

4.333

6.915

3.874

2.845

6.110

Uformer

97.950

95.279

93.492

94.100

93.306

91.338

94.244

13.236

9.286

8.262

10.596

8.267

7.144

9.465

MTFAA

97.468

94.035

91.818

93.170

90.699

90.039

92.872

10.865

7.354

5.437

8.776

5.471

4.533

7.073

CTFUNet

98.047

95.473

93.228

94.469

93.481

91.848

94.424

13.359

9.098

7.262

10.328

7.793

6.519

9.060

 

SRMR

CD

Noisy

4.870

4.200

3.452

4.692

3.194

3.224

3.939

1.644

2.497

3.278

3.402

3.729

4.206

3.126

Uformer

5.995

5.879

5.404

7.124

6.276

5.682

6.060

1.615

2.018

2.115

2.222

2.508

2.756

2.206

MTFAA

5.589

5.309

4.866

6.419

5.146

5.129

5.410

1.629

2.033

2.216

2.248

2.525

2.656

2.218

CTFUNet

5.695

5.493

5.163

6.820

5.662

5.634

5.745

1.405

1.658

1.804

1.850

2.037

2.222

1.829

 

LLR

SNR\(_{fw}\)

Noisy

0.142

0.309

0.492

0.537

0.635

0.708

0.471

22.821

17.353

13.867

14.091

12.258

11.086

15.246

Uformer

0.122

0.209

0.216

0.264

0.298

0.363

0.245

18.674

15.013

14.752

14.889

13.764

12.002

14.849

MTFAA

0.123

0.232

0.286

0.282

0.387

0.450

0.293

16.069

13.704

12.868

12.780

11.146

11.019

12.931

CTFUNet

0.096

0.142

0.155

0.163

0.198

0.235

0.165

19.873

16.570

15.764

15.680

14.648

13.219

15.959