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DNR65231-VC1

Single-Channel Ultra-Low Latency AI Deep Noise Reduction Processor with Integrated USB and I2S Interfaces

1. Introduction

1.1 Product Description

DNR65231 is a high-performance AI deep noise reduction product based on XMOS processor architecture, designed to provide exceptional audio processing capabilities for audio equipment manufacturers. The product integrates two independently optimized AI noise reduction models.

  • The strong noise reduction model employs a deep neural network architecture, effectively handling various stationary and non-stationary noise in complex acoustic environments while maintaining high voice fidelity and achieving maximum noise suppression
  • The singing noise reduction model uses a lightweight design to reduce processing latency to 11 milliseconds, effectively suppressing background noise while fully preserving vocal characteristics.
  • The product supports I2S audio input with output to USB, and also supports USB audio output to I2S, widely applicable to multiple application areas including streaming equipment, conference systems, recording devices, and outdoor sports cameras.

1.2 Product Features

Audio Performance Features

  • AI Deep Noise Reduction
    • Eliminates various stationary and non-stationary noise, adapting to complex acoustic environments
    • Effectively eliminates burst noise such as key clicks, keyboard sounds, and footsteps
  • Dual AI Noise Reduction Models
    • Strong noise reduction model suitable for complex acoustic scenarios: outdoor recording, gaming, etc.
    • Singing noise reduction model suitable for indoor streaming singing or interview scenarios
  • Ultra-Low Latency Real-Time Processing
    • Strong noise reduction model latency <50ms, meeting audio-video synchronization requirements
    • Singing noise reduction model latency <11ms, meeting stringent streaming singing requirements
  • High-Fidelity Voice Reproduction
    • Strong noise reduction model fully preserves voice characteristics
    • Singing noise reduction model not only fully preserves voice characteristics but also completely retains singing tail notes

USB Interface Features

  • Supports UAC 2.0
  • Supports OTG connection
  • Plug and play, no driver installation required
  • Supports HID configuration

System Compatibility

  • Supports multiple operating systems including Windows, Linux, Android, macOS, and iOS
  • No special driver installation required

1.3 Application Scenarios

  • Streaming Equipment
    • Effectively suppresses various environmental noise, adapting to diverse streaming scenarios
  • Gaming Headsets
    • Eliminates keyboard sounds, mouse clicks, and background noise, providing clear teammate communication experience
  • Outdoor Sports Equipment
    • Suppresses wind noise and environmental noise interference in sports scenarios, providing clear calling and recording experience for outdoor enthusiasts
  • Outdoor Recording Equipment
    • Achieves high-quality recording in complex outdoor acoustic environments, meeting professional needs for on-site interviews and content creation
  • Conference System Equipment
    • Processes background noise such as air conditioning sounds and footsteps in office environments
  • Communication Devices
    • Communication devices suitable for business calls with strict real-time requirements, providing imperceptible latency voice processing experience

1.4 Product Block Diagram

DNR65231 Diagram
Figure 1: DNR65231-VC1 Block Diagram

1.5 Ordering Information

PRODUCT MODEL ORDERING NUMBER PACKAGE BODY SIZE (NOM) Hardware Model Comments
DNR65231-VC1 DNR65231-VC1 SMT LGA-52 13x13mm A316-Mini-V1 Single-Channel Ultra-Low Latency AI Deep Noise Reduction Processor with Integrated USB and I2S Interfaces

2. Modes and Specifications

2.1 Supported Input/Output Modes

Mode Number Input/Output Mode Description
1 I²S In(Master) → AI DNR → USB(UAC2.0)
USB(UAC2.0) → I²S Out(Master)
Supports I²S input, AI DNR noise reduction, USB output, and USB input I²S output

2.2 Detailed Parameters for Each Operating Mode

2.2.1 USB(UAC2.0) ←→ I²S(Master) Mode

Input/Output Parameters:

Parameter Input/Output Input/Output
Interface USB Audio Class 2.0 I²S(Master)
Audio Format PCM PCM
Sampling Rate 48KHz/24bit 48kHz/24bit
Bit Depth Fixed 24bit Fixed 24bit

2.2 Noise Reduction Performance Comparison

Comparison Dimension Strong Noise Reduction Model Singing Noise Reduction Model Traditional Noise Reduction Technology
Technical Principle Deep neural network architecture, AI algorithm real-time spectral analysis, intelligent identification of voice and noise components Based on strong noise reduction model, specially optimized for music scenarios, preserving vocal pitch and timbre characteristics Frequency domain filtering method, based on statistical models and fixed algorithm parameters
Processing Latency < 50ms meets audio-video synchronization < 11ms ultra-low latency Medium latency
Noise Processing Capability Effectively processes stationary and non-stationary noise Specially optimized for music content processing Limited capability for non-stationary noise processing
Voice Fidelity Fully preserves voice characteristics Fully preserves singing tail note details May experience audio quality loss
Environmental Adaptability Processes various complex acoustic environments Specially optimized for music scenarios Suitable for relatively stable acoustic environments
Typical Applications Outdoor streaming equipment, gaming headsets, conference systems, professional recording equipment Indoor streaming equipment, karaoke equipment, music recording, online interview systems Traditional telephone systems, basic conference equipment, basic audio processing

3. Pin Configuration and Functions

3.1 DNR65231_VC1 Pin Layout

DNR65231-VC1 Pin Diagram
Figure 2: DNR65231_VC1 Pin Layout Diagram

3.2 DNR65231_VC1 Pin Description

Pin Number Name Type Function
1 3.3V P Module 3.3V power supply
2 X1D13 I/O NC
3 X1D16 I/O NC
4 GND P Module ground
5 X1D17 I/O NC
6 X1D18 I/O NC
7 X1D19 I/O NC
8 X1D22 I/O NC
9 X0D29 I/O Active low
Low noise level LED indicator
Slow flash: singing noise reduction model.
Solid on: strong noise reduction model
10 X0D35 I I²S_IN_BCLK(MASTER)
11 X0D36 I I²S_IN_LRCK(MASTER)
12 X0D37 I/O I²S_IN_DATA0(MASTER)
13 X0D38 O I²S_OUT_DATA0(MASTER)
14 X0D40 I/O Active low
Short press cycles through noise reduction levels: off, low, medium, high.
Long press: switches noise reduction model.
15 X0D39 I I²S_OUT_MCLK(MASTER)
16 X0D42 I/O Microphone MUTE_SW, active low
17 X0D41 I/O NC
18 X0D43 I/O NC
19 X1D34 I/O NC
20 GND P Module ground
21 X0D30 I/O Active low
Medium noise level LED indicator
Slow flash: singing noise reduction model.
Solid on: strong noise reduction model
22 X0D31 I/O Active low
High noise level LED indicator
Slow flash: singing noise reduction model.
Solid on: strong noise reduction model
23 X0D32 I/O NC
24 X0D33 I/O NC
25 GND P Module ground
26 GND P Module ground
27 GND P Module ground
28 X0D00 I/O USB detection - connected to VBUS 3.3V divider
29 X0D11 I/O USB status indicator
High level (USB connected)
Low level (USB disconnected)
30 X1D00 I/O NC
31 X1D01 I/O NC
32 GND P Module ground
33 X1D09 I/O NC
34 X1D10 I/O NC
35 X1D11 I/O XU316 internal clock output, connected to X0D39
36 GND P Module ground
37 GND P Module ground
38 TDI I/O XTAG debug PIN
39 TDO I/O XTAG debug PIN
40 TMS I/O XTAG debug PIN
41 TCK I/O XTAG debug PIN
42 RST_N I/O System reset, active low
43 1.8V P Module 1.8V power supply
44 GND P Module ground
45 USB_DM I/O USB_DM
46 USB_DP I/O USB_DP
47 GND P Module ground
48 0.9V P Module 0.9V power supply
49 GND P Module ground
50 GND P Module ground
51 GND P Module ground
52 GND P Module ground

Pin Type Description

I/O type definitions in table: I=Input, O=Output, P=Power, I/O=Input/Output

4. Hardware Parameters

4.1 Normal Operating Conditions

Function Minimum Typical Maximum Unit
Operating Temperature 0 - 70
3.3V Operating Voltage 3.0 3.3 3.6 V
1.8V Operating Voltage 1.62 1.80 1.98 V
0.9V Operating Voltage 0.855 0.90 0.945 V

4.2 Product Dimensions

13±0.1mm(L)X13±0.1mm(W)X0.8±0.1mm(H)

4.3 Module Package Diagram

A316-Mini-V1 Package Diagram

5 Product Packaging Information

Tray + Outer Box Packaging

6. Revision History

Version Date Description Reviser
V1.0 2025-08-10 Initial version release
V1.1 2025-09-25 Modified pin definitions
V1.2 2025-09-26 Added USB status detection

7. Inquiry and Feedback

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