| Train | Test | No. | Ground-truth | DAR Estimations | LTI AR Estimations | LTV AR Estimations |
|---|---|---|---|---|---|---|
| Analysis-synthesis | 1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Analysis-synthesis | 2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTI DN |
|||
Dry Speech |
||||||
| Analysis-synthesis | 3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Analysis-synthesis ARP-matching Baseline |
1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Analysis-synthesis ARP-matching Baseline |
2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTI DN |
|||
Dry Speech |
||||||
| Analysis-synthesis ARP-matching Baseline |
3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation | 1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation | 2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation | 3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation ARP-matching Baseline |
1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation ARP-matching Baseline |
2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Blind Estimation ARP-matching Baseline |
3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
|
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Analysis-synthesis | 1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Analysis-synthesis | 2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Analysis-synthesis | 3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Blind Estimation | 1 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Blind Estimation | 2 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||
| Both | Blind Estimation | 3 | RIR |
Differentiable DN IR |
LTI DN IR |
LTV DN IR |
Reverberant Speech |
Reverberant Speech w/ Differentiable DN |
Reverberant Speech w/ LTI DN |
Reverberant Speech w/ LTV DN |
|||
Dry Speech |
||||||