reSpeaker Flex XVF3800 Linear-4 – AI-powered Microphone Array for Robotics and Embedded Applications

Description: 

The reSpeaker Flex XVF3800 Linear-4 with XIAO ESP32S3 is an AI-powered microphone array designed for directional far-field voice recognition in robotics, smart devices, and embedded systems. Featuring a 4-microphone linear array, it delivers focused 180° voice capture, making it ideal for front-facing applications such as smart kiosks, digital signage, and interactive displays.

Powered by the XMOS XVF3800 audio processor, it integrates advanced AI acoustic algorithms including acoustic echo cancellation (AEC), noise suppression (NS), beamforming, automatic gain control (AGC), and Direction of Arrival (DoA). This ensures clear, stable voice recognition even in noisy or complex environments, with reliable pickup up to 5 meters.

Its modular split design separates the microphone array from the core processing board, allowing flexible placement to minimize interference from internal components like motors or fans—perfect for robotics and space-constrained embedded designs. With support for USB and I2S connectivity, it easily integrates with platforms such as ESP32, Raspberry Pi, NVIDIA Jetson, and Arduino.

Feature 1: Innovative Modular Split Design

Separates the core processing board from the microphone array board via a flexible FPC cable, enabling easy integration in space-constrained robotics and embedded applications. For use cases such as desktop or humanoid robots, the microphone array board can be positioned near the sound source, while the core board can be placed elsewhere inside the device. This design helps minimize interference from internal motor and servo noise, resulting in improved voice capture performance.

Feature 2: Flexible Array Configurations

Available in two standard configurations: 4-mic circular array for 360° spatial pickup, and 4-mic linear array for 180° directional pickup. In robotics applications, the circular array can be mounted on the robot’s head for omnidirectional voice capture. For smart digital signage, the linear array is well-suited for front-facing placement, optimizing voice pickup for typical user interactions directly in front of the display.

Feature 3: XMOS XVF3800 for Advanced AI Audio Processing

on-board AI acoustic algorithms for better sound quality. Features AEC, multi-beamforming, de-reverberation, DoA, dynamic noise suppression, AGC, delivering stable and reliable voice capture performance.

1. AEC (Acoustic Echo Cancellation)

AEC removes acoustic echo caused when sound played from the system is picked up again by the microphone array. AEC is critical in full-duplex communication systems such as conferencing devices, voice assistants, and interactive systems.

2. NS (Noise Suppression)

Noise Suppression reduces unwanted background noise from captured audio. By identifying and attenuating non-speech components—such as fan noise, motor and servo noise, ambient chatter, keyboard typing, or environmental hum—NS enhances the SNR (signal-to-noise ratio) in real time. NS is essential in voice interactive systems including smart home and industrial voice control, voice assistants, educational devices, smart interactive terminals, and robots.

Feature 4: Powerful Far-Field Voice Capture

With far-field voice capture up to 5 meters and the circular 4-microphone array (100005504, 100070894) supporting precise Direction of Arrival (DoA) detection, the reSpeaker Flex delivers reliable voice capture and accurate sound source localization for interactive and voice-driven applications.

1. Far-field Voice Capture Up to 5m

This enables clear command recognition in larger spaces without requiring users to stand close to the device, making the reSpeaker Flex ideal for voice interactive setups like smart digital signage.

2. Circular 4-Microphone Array Supports 360° DoA

The circular 4-microphone array enables accurate 360° Direction of Arrival (DoA) detection, allowing the reSpeaker Flex to identify where a voice is coming from. This spatial awareness enhances interaction performance, supports speaker tracking, provides a strong foundation for advanced beamforming, and allowing users to interact with the robot from anywhere around it.

Feature 5: Compact Design for Embedded Applications

1. Bottom-Firing Microphones

The acoustic ports are positioned on the back side of the microphone array board, reducing interference from front-facing components. This design also allows the microphones to be placed closer to the sound source or device surface, maximizing voice pickup performance.

2. Compact Size, Powerful Performance

With just 44 mm mic spacing and a diameter of 73 mm for the circular array, and 33 mm spacing with a length of 110 mm for the linear array, the design fits easily into space-constrained embedded applications. Despite its compact size, it delivers outstanding voice capture performance, achieved through the combination of optimized hardware design and acoustic tuning.

Feature 6: Developer-Friendly Integration

The reSpeaker Flex with no XIAO versions (100005504, 100099135) come with factory-installed USB firmware. The reSpeaker Flex with XIAO ESP32S3 versions (100070894, 100026178) come with factory-installed I2S firmware.

1. Plug-and-Play via USB: A standard USB interface enables quick connection to devices such as Raspberry Pi, NVIDIA Jetson, and PCs running Windows, Linux, or macOS, no drivers or complex setup required.
2. I2S for MCU Integration: Direct I2S support allows seamless integration with MCU platforms like the XIAO Series and Arduino, making it easy to build embedded voice-enabled applications with minimal hardware overhead.
3. XIAO ESP32S3 Pre-Soldered Options: Two variants (100070894, 100026178) come with a pre-soldered XIAO ESP32S3, enabling native support for ecosystems such as ESPHome and Home Assistant. This allows developers to easily extend applications into smart home scenarios and beyond.

Feature 7: Fast, Scalable, and Customizable for Production

Seeed Studio offers customization services include hardware modifications such as adjusting the size or shape of the microphone array board to better fit space-constrained robotics and embedded voice interaction scenarios. Algorithm tuning is also available to further optimize audio performance. For reference, similar approaches have been applied in open-source projects like the Reachy Mini desktop robot.

Core Board

Mic Array Board

• Robotics Integration with reSpeaker Flex

Its compact microphone array can be placed on a robot’s head, ears, forehead, chest, or even externally (e.g., on a robotic arm) to capture sound closer to the source, while the core processing board remains safely inside the device enclosure. Combined with Seeed’s strong customization capabilities, it enables seamless integration into a wide range of robotic platforms, including humanoid robots, desktop robots, companion robots, service robots, and robot pets such as robot dogs.

With support for ROS2, it streamlines system-level communication and development. Powered by the XMOS XVF3800 audio processor, reSpeaker Flex features on-board AI acoustic algorithms such as multi-beamforming and advanced noise suppression, enabling reliable wake word detection, speech-to-text (STT), speech-to-intent, voice command recognition, and other voice AI workflows.

An upgraded design supports a 10W amplifier, enabling strong text-to-speech (TTS) performance and delivering clear, natural voice interaction even in larger spaces.

• Build Smart Toys with reSpeaker Flex for Intuitive Voice Interaction

Its compact and flexible microphone array can be seamlessly embedded into various toy form factors such as plush toys, educational devices, or handheld companions, allowing it to capture user’s voices accurately even in dynamic and noisy environments.

Leveraging the XMOS XVF3800 audio processor, reSpeaker Flex ensures reliable wake word detection, speech recognition, and intent understanding. This enables more responsive and engaging interactions, from voice-controlled storytelling and learning activities to conversational AI companions.

With support for locally running voice agents, reSpeaker Flex enables on-device processing of voice data, helping safeguard user privacy, especially important for companion toys and child-focused applications.

• Build Smart Voice Terminals with Seamless and Reliable Interaction

reSpeaker Flex brings reliable and intuitive interaction to self-service kiosks, smart vending machines, and smart digital signage. Its linear microphone array options (100099135, 100026178) are optimized for seamless integration into narrow screen bezels(e.g., screen edges, display frame) and compact enclosures, without compromising acoustic performance.

It delivers advanced noise suppression and directional far-field voice capture (up to 5m), ensuring accurate speech recognition even in acoustically challenging public and larger environments such as malls, transit hubs, and retail spaces. This enables faster, touch-free user interactions and improves overall accessibility.

• Build Physical AI Voice Agent with reSpeaker Flex

Through SDK and platform compatibility, reSpeaker Flex supports rapid integration with voice AI frameworks and cloud-based services, allowing devices to be quickly transformed into scalable voice agent solutions.

• Build Smart Voice Assistants Using reSpeaker Flex

Seamlessly integrates with Amazon Alexa, Google Assistant, Home Assistant, and other mainstream voice platforms for far-field voice control and smart home automation.

• Smart Conference Solutions Using reSpeaker Flex

Compatible with Microsoft Teams, Zoom, and other popular conferencing software via USB. 4-mic array supports beamforming and DoA detection to deliver clear multi-person audio pickup and real-time status feedback.

• Industrial Voice Control

Designed for demanding environments, reSpeaker Flex enables reliable voice command control across factories, retail, and commercial settings. With advanced noise suppression, it maintains high recognition accuracy even amid machinery noise and complex acoustic conditions, supporting efficient, hands-free operation.

Note:

• The reSpeaker Flex with no XIAO versions (100005504, 100099135) come with factory-installed USB audio firmware.
• The reSpeaker Flex with XIAO ESP32S3 versions  (100070894, 100026178) come with factory-installed I2S firmware for MCU integration.
• All 4 versions support DFU mode for users to switch the firmware.